diff --git a/paper-releases/pbisc-diffusion/updates/20261008T125804Z-deck-fig2-3-healthy-fig5-rare/diffusion/dataset/server_1/model8/plans/rare_states_paired_20261008/logs/jobs_20261008T212033.txt b/paper-releases/pbisc-diffusion/updates/20261008T125804Z-deck-fig2-3-healthy-fig5-rare/diffusion/dataset/server_1/model8/plans/rare_states_paired_20261008/logs/jobs_20261008T212033.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9406afa42095d9421bc16a5fd08ae107fa1992fc
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261008T125804Z-deck-fig2-3-healthy-fig5-rare/diffusion/dataset/server_1/model8/plans/rare_states_paired_20261008/logs/jobs_20261008T212033.txt
@@ -0,0 +1,97 @@
+extract ye2026_sepsis fewpair 0 zs_raw
+extract ye2026_sepsis fewpair 0 zs_cal
+extract ye2026_sepsis fewpair 0 scsemi5
+extract ye2026_sepsis fewpair 0 lora5
+extract ye2026_sepsis fewpair 1 zs_raw
+extract ye2026_sepsis fewpair 1 zs_cal
+extract ye2026_sepsis fewpair 1 scsemi5
+extract ye2026_sepsis fewpair 1 lora5
+extract ye2026_sepsis fewpair 2 zs_raw
+extract ye2026_sepsis fewpair 2 zs_cal
+extract ye2026_sepsis fewpair 2 scsemi5
+extract ye2026_sepsis fewpair 2 lora5
+extract ye2026_sepsis fewpair 3 zs_raw
+extract ye2026_sepsis fewpair 3 zs_cal
+extract ye2026_sepsis fewpair 3 scsemi5
+extract ye2026_sepsis fewpair 3 lora5
+extract ye2026_sepsis fewpair 4 zs_raw
+extract ye2026_sepsis fewpair 4 zs_cal
+extract ye2026_sepsis fewpair 4 scsemi5
+extract ye2026_sepsis fewpair 4 lora5
+extract ye2026_sepsis fivefold - zs__raw
+extract ye2026_sepsis fivefold - zs__cal
+extract ye2026_sepsis fivefold - scsemi__raw
+extract ye2026_sepsis fivefold - real_lora__raw
+extract imperial_eskd fewpair 0 zs_raw
+extract imperial_eskd fewpair 0 zs_cal
+extract imperial_eskd fewpair 0 scsemi5
+extract imperial_eskd fewpair 0 lora5
+extract imperial_eskd fewpair 1 zs_raw
+extract imperial_eskd fewpair 1 zs_cal
+extract imperial_eskd fewpair 1 scsemi5
+extract imperial_eskd fewpair 1 lora5
+extract imperial_eskd fewpair 2 zs_raw
+extract imperial_eskd fewpair 2 zs_cal
+extract imperial_eskd fewpair 2 scsemi5
+extract imperial_eskd fewpair 2 lora5
+extract imperial_eskd fewpair 3 zs_raw
+extract imperial_eskd fewpair 3 zs_cal
+extract imperial_eskd fewpair 3 scsemi5
+extract imperial_eskd fewpair 3 lora5
+extract imperial_eskd fewpair 4 zs_raw
+extract imperial_eskd fewpair 4 zs_cal
+extract imperial_eskd fewpair 4 scsemi5
+extract imperial_eskd fewpair 4 lora5
+extract imperial_eskd fivefold - zs__raw
+extract imperial_eskd fivefold - zs__cal
+extract imperial_eskd fivefold - scsemi__raw
+extract imperial_eskd fivefold - real_lora__raw
+extract giroux2022 fewpair 0 zs_raw
+extract giroux2022 fewpair 0 zs_cal
+extract giroux2022 fewpair 0 scsemi5
+extract giroux2022 fewpair 0 lora5
+extract giroux2022 fewpair 1 zs_raw
+extract giroux2022 fewpair 1 zs_cal
+extract giroux2022 fewpair 1 scsemi5
+extract giroux2022 fewpair 1 lora5
+extract giroux2022 fewpair 2 zs_raw
+extract giroux2022 fewpair 2 zs_cal
+extract giroux2022 fewpair 2 scsemi5
+extract giroux2022 fewpair 2 lora5
+extract giroux2022 fewpair 3 zs_raw
+extract giroux2022 fewpair 3 zs_cal
+extract giroux2022 fewpair 3 scsemi5
+extract giroux2022 fewpair 3 lora5
+extract giroux2022 fewpair 4 zs_raw
+extract giroux2022 fewpair 4 zs_cal
+extract giroux2022 fewpair 4 scsemi5
+extract giroux2022 fewpair 4 lora5
+extract giroux2022 fivefold - zs__raw
+extract giroux2022 fivefold - zs__cal
+extract giroux2022 fivefold - scsemi__raw
+extract giroux2022 fivefold - real_lora__raw
+extract ji2025_chili fewpair 0 zs_raw
+extract ji2025_chili fewpair 0 zs_cal
+extract ji2025_chili fewpair 0 scsemi5
+extract ji2025_chili fewpair 0 lora5
+extract ji2025_chili fewpair 1 zs_raw
+extract ji2025_chili fewpair 1 zs_cal
+extract ji2025_chili fewpair 1 scsemi5
+extract ji2025_chili fewpair 1 lora5
+extract ji2025_chili fewpair 2 zs_raw
+extract ji2025_chili fewpair 2 zs_cal
+extract ji2025_chili fewpair 2 scsemi5
+extract ji2025_chili fewpair 2 lora5
+extract ji2025_chili fewpair 3 zs_raw
+extract ji2025_chili fewpair 3 zs_cal
+extract ji2025_chili fewpair 3 scsemi5
+extract ji2025_chili fewpair 3 lora5
+extract ji2025_chili fewpair 4 zs_raw
+extract ji2025_chili fewpair 4 zs_cal
+extract ji2025_chili fewpair 4 scsemi5
+extract ji2025_chili fewpair 4 lora5
+extract ji2025_chili fivefold - zs__raw
+extract ji2025_chili fivefold - zs__cal
+extract ji2025_chili fivefold - scsemi__raw
+extract ji2025_chili fivefold - real_lora__raw
+analyze
diff --git a/paper-releases/pbisc-diffusion/updates/20261008T125804Z-deck-fig2-3-healthy-fig5-rare/diffusion/dataset/server_1/model8/plans/rare_states_paired_20261008/logs/run_all_20261008T212033.log b/paper-releases/pbisc-diffusion/updates/20261008T125804Z-deck-fig2-3-healthy-fig5-rare/diffusion/dataset/server_1/model8/plans/rare_states_paired_20261008/logs/run_all_20261008T212033.log
new file mode 100644
index 0000000000000000000000000000000000000000..b7e17dd12d9d51f96ff2649c56d7dd35bdb281b5
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261008T125804Z-deck-fig2-3-healthy-fig5-rare/diffusion/dataset/server_1/model8/plans/rare_states_paired_20261008/logs/run_all_20261008T212033.log
@@ -0,0 +1,43 @@
+JOB 2026-10-08T21:20:34 extract ye2026_sepsis fewpair 0 zs_raw
+{"dataset": "ye2026_sepsis", "unit": "draw0", "arm": "zs_raw", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 980.0}
+JOB 2026-10-08T21:20:51 extract ye2026_sepsis fewpair 0 zs_cal
+{"dataset": "ye2026_sepsis", "unit": "draw0", "arm": "zs_cal", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 2086.0}
+JOB 2026-10-08T21:21:06 extract ye2026_sepsis fewpair 0 scsemi5
+{"dataset": "ye2026_sepsis", "unit": "draw0", "arm": "scsemi5", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 1982.0}
+JOB 2026-10-08T21:21:16 extract ye2026_sepsis fewpair 0 lora5
+{"dataset": "ye2026_sepsis", "unit": "draw0", "arm": "lora5", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 1873.0}
+JOB 2026-10-08T21:21:32 extract ye2026_sepsis fewpair 1 zs_raw
+{"dataset": "ye2026_sepsis", "unit": "draw1", "arm": "zs_raw", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 969.0}
+JOB 2026-10-08T21:21:47 extract ye2026_sepsis fewpair 1 zs_cal
+{"dataset": "ye2026_sepsis", "unit": "draw1", "arm": "zs_cal", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 1872.0}
+JOB 2026-10-08T21:22:02 extract ye2026_sepsis fewpair 1 scsemi5
+{"dataset": "ye2026_sepsis", "unit": "draw1", "arm": "scsemi5", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 2217.0}
+JOB 2026-10-08T21:22:12 extract ye2026_sepsis fewpair 1 lora5
+{"dataset": "ye2026_sepsis", "unit": "draw1", "arm": "lora5", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 1881.0}
+JOB 2026-10-08T21:22:29 extract ye2026_sepsis fewpair 2 zs_raw
+{"dataset": "ye2026_sepsis", "unit": "draw2", "arm": "zs_raw", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 963.0}
+JOB 2026-10-08T21:22:45 extract ye2026_sepsis fewpair 2 zs_cal
+{"dataset": "ye2026_sepsis", "unit": "draw2", "arm": "zs_cal", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 1948.0}
+JOB 2026-10-08T21:23:00 extract ye2026_sepsis fewpair 2 scsemi5
+{"dataset": "ye2026_sepsis", "unit": "draw2", "arm": "scsemi5", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 2183.0}
+JOB 2026-10-08T21:23:10 extract ye2026_sepsis fewpair 2 lora5
+{"dataset": "ye2026_sepsis", "unit": "draw2", "arm": "lora5", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 1840.0}
+JOB 2026-10-08T21:23:25 extract ye2026_sepsis fewpair 3 zs_raw
+{"dataset": "ye2026_sepsis", "unit": "draw3", "arm": "zs_raw", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 978.0}
+JOB 2026-10-08T21:23:43 extract ye2026_sepsis fewpair 3 zs_cal
+{"dataset": "ye2026_sepsis", "unit": "draw3", "arm": "zs_cal", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 1956.0}
+JOB 2026-10-08T21:23:57 extract ye2026_sepsis fewpair 3 scsemi5
+{"dataset": "ye2026_sepsis", "unit": "draw3", "arm": "scsemi5", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 1493.0}
+JOB 2026-10-08T21:24:08 extract ye2026_sepsis fewpair 3 lora5
+{"dataset": "ye2026_sepsis", "unit": "draw3", "arm": "lora5", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 1480.0}
+JOB 2026-10-08T21:24:23 extract ye2026_sepsis fewpair 4 zs_raw
+{"dataset": "ye2026_sepsis", "unit": "draw4", "arm": "zs_raw", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 981.0}
+JOB 2026-10-08T21:24:38 extract ye2026_sepsis fewpair 4 zs_cal
+{"dataset": "ye2026_sepsis", "unit": "draw4", "arm": "zs_cal", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 2000.5}
+JOB 2026-10-08T21:24:53 extract ye2026_sepsis fewpair 4 scsemi5
+{"dataset": "ye2026_sepsis", "unit": "draw4", "arm": "scsemi5", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 1797.0}
+JOB 2026-10-08T21:25:03 extract ye2026_sepsis fewpair 4 lora5
+{"dataset": "ye2026_sepsis", "unit": "draw4", "arm": "lora5", "host": "server_1", "cells": 115500, "donors": 77, "median_lib_measured": 1569.0}
+JOB 2026-10-08T21:25:19 extract ye2026_sepsis fivefold - zs__raw
+{"dataset": "ye2026_sepsis", "unit": "fivefold", "arm": "zs__raw", "host": "server_2", "cells": 123000, "donors": 82, "median_lib_measured": 973.0}
+DONE failed=0
diff --git a/paper-releases/pbisc-diffusion/updates/20261008T125804Z-deck-fig2-3-healthy-fig5-rare/diffusion/dataset/server_1/model8/plans/rare_states_paired_20261008/logs/run_all_20261008T212722.log b/paper-releases/pbisc-diffusion/updates/20261008T125804Z-deck-fig2-3-healthy-fig5-rare/diffusion/dataset/server_1/model8/plans/rare_states_paired_20261008/logs/run_all_20261008T212722.log
new file mode 100644
index 0000000000000000000000000000000000000000..2a5a3c31ec20fb6c2154e8aa373610582d42a76d
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261008T125804Z-deck-fig2-3-healthy-fig5-rare/diffusion/dataset/server_1/model8/plans/rare_states_paired_20261008/logs/run_all_20261008T212722.log
@@ -0,0 +1,219 @@
+JOB 2026-10-08T21:27:22 extract ye2026_sepsis fewpair 0 zs_raw
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw0/zs_raw.npz"}
+JOB 2026-10-08T21:27:23 extract ye2026_sepsis fewpair 0 zs_cal
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw0/zs_cal.npz"}
+JOB 2026-10-08T21:27:23 extract ye2026_sepsis fewpair 0 scsemi5
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw0/scsemi5.npz"}
+JOB 2026-10-08T21:27:24 extract ye2026_sepsis fewpair 0 lora5
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw0/lora5.npz"}
+JOB 2026-10-08T21:27:24 extract ye2026_sepsis fewpair 1 zs_raw
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw1/zs_raw.npz"}
+JOB 2026-10-08T21:27:25 extract ye2026_sepsis fewpair 1 zs_cal
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw1/zs_cal.npz"}
+JOB 2026-10-08T21:27:26 extract ye2026_sepsis fewpair 1 scsemi5
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw1/scsemi5.npz"}
+JOB 2026-10-08T21:27:26 extract ye2026_sepsis fewpair 1 lora5
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw1/lora5.npz"}
+JOB 2026-10-08T21:27:27 extract ye2026_sepsis fewpair 2 zs_raw
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw2/zs_raw.npz"}
+JOB 2026-10-08T21:27:27 extract ye2026_sepsis fewpair 2 zs_cal
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw2/zs_cal.npz"}
+JOB 2026-10-08T21:27:28 extract ye2026_sepsis fewpair 2 scsemi5
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw2/scsemi5.npz"}
+JOB 2026-10-08T21:27:28 extract ye2026_sepsis fewpair 2 lora5
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw2/lora5.npz"}
+JOB 2026-10-08T21:27:29 extract ye2026_sepsis fewpair 3 zs_raw
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw3/zs_raw.npz"}
+JOB 2026-10-08T21:27:30 extract ye2026_sepsis fewpair 3 zs_cal
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw3/zs_cal.npz"}
+JOB 2026-10-08T21:27:30 extract ye2026_sepsis fewpair 3 scsemi5
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw3/scsemi5.npz"}
+JOB 2026-10-08T21:27:31 extract ye2026_sepsis fewpair 3 lora5
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw3/lora5.npz"}
+JOB 2026-10-08T21:27:31 extract ye2026_sepsis fewpair 4 zs_raw
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw4/zs_raw.npz"}
+JOB 2026-10-08T21:27:32 extract ye2026_sepsis fewpair 4 zs_cal
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw4/zs_cal.npz"}
+JOB 2026-10-08T21:27:32 extract ye2026_sepsis fewpair 4 scsemi5
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw4/scsemi5.npz"}
+JOB 2026-10-08T21:27:33 extract ye2026_sepsis fewpair 4 lora5
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/draw4/lora5.npz"}
+JOB 2026-10-08T21:27:34 extract ye2026_sepsis fivefold - zs__raw
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ye2026_sepsis/fivefold/zs__raw.npz"}
+JOB 2026-10-08T21:27:34 extract ye2026_sepsis fivefold - zs__cal
+{"dataset": "ye2026_sepsis", "unit": "fivefold", "arm": "zs__cal", "host": "server_2", "cells": 123000, "donors": 82, "median_lib_measured": 1936.0}
+JOB 2026-10-08T21:27:52 extract ye2026_sepsis fivefold - scsemi__raw
+{"dataset": "ye2026_sepsis", "unit": "fivefold", "arm": "scsemi__raw", "host": "server_1", "cells": 123000, "donors": 82, "median_lib_measured": 1967.0}
+JOB 2026-10-08T21:28:02 extract ye2026_sepsis fivefold - real_lora__raw
+{"dataset": "ye2026_sepsis", "unit": "fivefold", "arm": "real_lora__raw", "host": "server_2", "cells": 123000, "donors": 82, "median_lib_measured": 1882.0}
+JOB 2026-10-08T21:28:19 extract imperial_eskd fewpair 0 zs_raw
+{"dataset": "imperial_eskd", "unit": "draw0", "arm": "zs_raw", "host": "server_2", "cells": 213000, "donors": 142, "median_lib_measured": 1274.0}
+JOB 2026-10-08T21:29:02 extract imperial_eskd fewpair 0 zs_cal
+{"dataset": "imperial_eskd", "unit": "draw0", "arm": "zs_cal", "host": "server_2", "cells": 213000, "donors": 142, "median_lib_measured": 1619.0}
+JOB 2026-10-08T21:29:38 extract imperial_eskd fewpair 0 scsemi5
+{"dataset": "imperial_eskd", "unit": "draw0", "arm": "scsemi5", "host": "server_2", "cells": 213000, "donors": 142, "median_lib_measured": 1290.0}
+JOB 2026-10-08T21:29:57 extract imperial_eskd fewpair 0 lora5
+{"dataset": "imperial_eskd", "unit": "draw0", "arm": "lora5", "host": "server_2", "cells": 213000, "donors": 142, "median_lib_measured": 1163.0}
+JOB 2026-10-08T21:30:31 extract imperial_eskd fewpair 1 zs_raw
+{"dataset": "imperial_eskd", "unit": "draw1", "arm": "zs_raw", "host": "server_2", "cells": 214500, "donors": 143, "median_lib_measured": 1299.0}
+JOB 2026-10-08T21:31:15 extract imperial_eskd fewpair 1 zs_cal
+{"dataset": "imperial_eskd", "unit": "draw1", "arm": "zs_cal", "host": "server_2", "cells": 214500, "donors": 143, "median_lib_measured": 1616.0}
+JOB 2026-10-08T21:31:48 extract imperial_eskd fewpair 1 scsemi5
+{"dataset": "imperial_eskd", "unit": "draw1", "arm": "scsemi5", "host": "server_2", "cells": 214500, "donors": 143, "median_lib_measured": 1478.0}
+JOB 2026-10-08T21:32:08 extract imperial_eskd fewpair 1 lora5
+{"dataset": "imperial_eskd", "unit": "draw1", "arm": "lora5", "host": "server_2", "cells": 214500, "donors": 143, "median_lib_measured": 1249.0}
+JOB 2026-10-08T21:32:40 extract imperial_eskd fewpair 2 zs_raw
+{"dataset": "imperial_eskd", "unit": "draw2", "arm": "zs_raw", "host": "server_2", "cells": 213000, "donors": 142, "median_lib_measured": 1295.0}
+JOB 2026-10-08T21:33:22 extract imperial_eskd fewpair 2 zs_cal
+{"dataset": "imperial_eskd", "unit": "draw2", "arm": "zs_cal", "host": "server_2", "cells": 213000, "donors": 142, "median_lib_measured": 1584.0}
+JOB 2026-10-08T21:33:56 extract imperial_eskd fewpair 2 scsemi5
+{"dataset": "imperial_eskd", "unit": "draw2", "arm": "scsemi5", "host": "server_2", "cells": 213000, "donors": 142, "median_lib_measured": 1013.0}
+JOB 2026-10-08T21:34:16 extract imperial_eskd fewpair 2 lora5
+{"dataset": "imperial_eskd", "unit": "draw2", "arm": "lora5", "host": "server_2", "cells": 213000, "donors": 142, "median_lib_measured": 1093.0}
+JOB 2026-10-08T21:34:48 extract imperial_eskd fewpair 3 zs_raw
+{"dataset": "imperial_eskd", "unit": "draw3", "arm": "zs_raw", "host": "server_2", "cells": 217500, "donors": 145, "median_lib_measured": 1300.0}
+JOB 2026-10-08T21:35:32 extract imperial_eskd fewpair 3 zs_cal
+{"dataset": "imperial_eskd", "unit": "draw3", "arm": "zs_cal", "host": "server_2", "cells": 217500, "donors": 145, "median_lib_measured": 1601.0}
+JOB 2026-10-08T21:36:05 extract imperial_eskd fewpair 3 scsemi5
+{"dataset": "imperial_eskd", "unit": "draw3", "arm": "scsemi5", "host": "server_2", "cells": 217500, "donors": 145, "median_lib_measured": 1584.0}
+JOB 2026-10-08T21:36:25 extract imperial_eskd fewpair 3 lora5
+{"dataset": "imperial_eskd", "unit": "draw3", "arm": "lora5", "host": "server_2", "cells": 217500, "donors": 145, "median_lib_measured": 1373.0}
+JOB 2026-10-08T21:36:59 extract imperial_eskd fewpair 4 zs_raw
+{"dataset": "imperial_eskd", "unit": "draw4", "arm": "zs_raw", "host": "server_2", "cells": 214500, "donors": 143, "median_lib_measured": 1300.0}
+JOB 2026-10-08T21:37:41 extract imperial_eskd fewpair 4 zs_cal
+{"dataset": "imperial_eskd", "unit": "draw4", "arm": "zs_cal", "host": "server_2", "cells": 214500, "donors": 143, "median_lib_measured": 1612.0}
+JOB 2026-10-08T21:38:14 extract imperial_eskd fewpair 4 scsemi5
+{"dataset": "imperial_eskd", "unit": "draw4", "arm": "scsemi5", "host": "server_2", "cells": 214500, "donors": 143, "median_lib_measured": 1086.0}
+JOB 2026-10-08T21:38:34 extract imperial_eskd fewpair 4 lora5
+{"dataset": "imperial_eskd", "unit": "draw4", "arm": "lora5", "host": "server_2", "cells": 214500, "donors": 143, "median_lib_measured": 1008.0}
+JOB 2026-10-08T21:39:07 extract imperial_eskd fivefold - zs__raw
+{"dataset": "imperial_eskd", "unit": "fivefold", "arm": "zs__raw", "host": "server_2", "cells": 235500, "donors": 157, "median_lib_measured": 1293.0}
+JOB 2026-10-08T21:39:41 extract imperial_eskd fivefold - zs__cal
+{"dataset": "imperial_eskd", "unit": "fivefold", "arm": "zs__cal", "host": "server_2", "cells": 235500, "donors": 157, "median_lib_measured": 1640.0}
+JOB 2026-10-08T21:40:14 extract imperial_eskd fivefold - scsemi__raw
+{"dataset": "imperial_eskd", "unit": "fivefold", "arm": "scsemi__raw", "host": "server_1", "cells": 235500, "donors": 157, "median_lib_measured": 1354.0}
+JOB 2026-10-08T21:40:34 extract imperial_eskd fivefold - real_lora__raw
+{"dataset": "imperial_eskd", "unit": "fivefold", "arm": "real_lora__raw", "host": "server_2", "cells": 235500, "donors": 157, "median_lib_measured": 1155.0}
+JOB 2026-10-08T21:41:06 extract giroux2022 fewpair 0 zs_raw
+{"dataset": "giroux2022", "unit": "draw0", "arm": "zs_raw", "host": "server_1", "cells": 16500, "donors": 11, "median_lib_measured": 1843.0}
+JOB 2026-10-08T21:41:12 extract giroux2022 fewpair 0 zs_cal
+{"dataset": "giroux2022", "unit": "draw0", "arm": "zs_cal", "host": "server_1", "cells": 16500, "donors": 11, "median_lib_measured": 1309.0}
+JOB 2026-10-08T21:41:15 extract giroux2022 fewpair 0 scsemi5
+{"dataset": "giroux2022", "unit": "draw0", "arm": "scsemi5", "host": "server_1", "cells": 16500, "donors": 11, "median_lib_measured": 463.0}
+JOB 2026-10-08T21:41:17 extract giroux2022 fewpair 0 lora5
+{"dataset": "giroux2022", "unit": "draw0", "arm": "lora5", "host": "server_1", "cells": 16500, "donors": 11, "median_lib_measured": 1552.0}
+JOB 2026-10-08T21:41:19 extract giroux2022 fewpair 1 zs_raw
+{"dataset": "giroux2022", "unit": "draw1", "arm": "zs_raw", "host": "server_1", "cells": 15000, "donors": 10, "median_lib_measured": 2085.5}
+JOB 2026-10-08T21:41:25 extract giroux2022 fewpair 1 zs_cal
+{"dataset": "giroux2022", "unit": "draw1", "arm": "zs_cal", "host": "server_1", "cells": 15000, "donors": 10, "median_lib_measured": 1425.0}
+JOB 2026-10-08T21:41:27 extract giroux2022 fewpair 1 scsemi5
+{"dataset": "giroux2022", "unit": "draw1", "arm": "scsemi5", "host": "server_1", "cells": 15000, "donors": 10, "median_lib_measured": 465.0}
+JOB 2026-10-08T21:41:29 extract giroux2022 fewpair 1 lora5
+{"dataset": "giroux2022", "unit": "draw1", "arm": "lora5", "host": "server_1", "cells": 15000, "donors": 10, "median_lib_measured": 1472.0}
+JOB 2026-10-08T21:41:32 extract giroux2022 fewpair 2 zs_raw
+{"dataset": "giroux2022", "unit": "draw2", "arm": "zs_raw", "host": "server_1", "cells": 18000, "donors": 12, "median_lib_measured": 1854.5}
+JOB 2026-10-08T21:41:37 extract giroux2022 fewpair 2 zs_cal
+{"dataset": "giroux2022", "unit": "draw2", "arm": "zs_cal", "host": "server_1", "cells": 18000, "donors": 12, "median_lib_measured": 1404.5}
+JOB 2026-10-08T21:41:40 extract giroux2022 fewpair 2 scsemi5
+{"dataset": "giroux2022", "unit": "draw2", "arm": "scsemi5", "host": "server_1", "cells": 18000, "donors": 12, "median_lib_measured": 448.0}
+JOB 2026-10-08T21:41:42 extract giroux2022 fewpair 2 lora5
+{"dataset": "giroux2022", "unit": "draw2", "arm": "lora5", "host": "server_1", "cells": 18000, "donors": 12, "median_lib_measured": 1491.5}
+JOB 2026-10-08T21:41:45 extract giroux2022 fewpair 3 zs_raw
+{"dataset": "giroux2022", "unit": "draw3", "arm": "zs_raw", "host": "server_1", "cells": 16500, "donors": 11, "median_lib_measured": 1804.0}
+JOB 2026-10-08T21:41:50 extract giroux2022 fewpair 3 zs_cal
+{"dataset": "giroux2022", "unit": "draw3", "arm": "zs_cal", "host": "server_1", "cells": 16500, "donors": 11, "median_lib_measured": 1231.0}
+JOB 2026-10-08T21:41:53 extract giroux2022 fewpair 3 scsemi5
+{"dataset": "giroux2022", "unit": "draw3", "arm": "scsemi5", "host": "server_1", "cells": 16500, "donors": 11, "median_lib_measured": 462.0}
+JOB 2026-10-08T21:41:55 extract giroux2022 fewpair 3 lora5
+{"dataset": "giroux2022", "unit": "draw3", "arm": "lora5", "host": "server_1", "cells": 16500, "donors": 11, "median_lib_measured": 1531.0}
+JOB 2026-10-08T21:41:57 extract giroux2022 fewpair 4 zs_raw
+{"dataset": "giroux2022", "unit": "draw4", "arm": "zs_raw", "host": "server_1", "cells": 15000, "donors": 10, "median_lib_measured": 2067.0}
+JOB 2026-10-08T21:42:03 extract giroux2022 fewpair 4 zs_cal
+{"dataset": "giroux2022", "unit": "draw4", "arm": "zs_cal", "host": "server_1", "cells": 15000, "donors": 10, "median_lib_measured": 1604.0}
+JOB 2026-10-08T21:42:05 extract giroux2022 fewpair 4 scsemi5
+{"dataset": "giroux2022", "unit": "draw4", "arm": "scsemi5", "host": "server_1", "cells": 15000, "donors": 10, "median_lib_measured": 484.0}
+JOB 2026-10-08T21:42:07 extract giroux2022 fewpair 4 lora5
+{"dataset": "giroux2022", "unit": "draw4", "arm": "lora5", "host": "server_1", "cells": 15000, "donors": 10, "median_lib_measured": 1674.0}
+JOB 2026-10-08T21:42:10 extract giroux2022 fivefold - zs__raw
+{"dataset": "giroux2022", "unit": "fivefold", "arm": "zs__raw", "host": "server_1", "cells": 36000, "donors": 24, "median_lib_measured": 1967.0}
+JOB 2026-10-08T21:42:15 extract giroux2022 fivefold - zs__cal
+{"dataset": "giroux2022", "unit": "fivefold", "arm": "zs__cal", "host": "server_1", "cells": 36000, "donors": 24, "median_lib_measured": 1462.0}
+JOB 2026-10-08T21:42:19 extract giroux2022 fivefold - scsemi__raw
+{"dataset": "giroux2022", "unit": "fivefold", "arm": "scsemi__raw", "host": "server_1", "cells": 36000, "donors": 24, "median_lib_measured": 472.0}
+JOB 2026-10-08T21:42:23 extract giroux2022 fivefold - real_lora__raw
+{"dataset": "giroux2022", "unit": "fivefold", "arm": "real_lora__raw", "host": "server_1", "cells": 36000, "donors": 24, "median_lib_measured": 1554.0}
+JOB 2026-10-08T21:42:27 extract ji2025_chili fewpair 0 zs_raw
+{"dataset": "ji2025_chili", "unit": "draw0", "arm": "zs_raw", "host": "server_1", "cells": 37500, "donors": 25, "median_lib_measured": 408.0}
+JOB 2026-10-08T21:42:33 extract ji2025_chili fewpair 0 zs_cal
+{"dataset": "ji2025_chili", "unit": "draw0", "arm": "zs_cal", "host": "server_1", "cells": 37500, "donors": 25, "median_lib_measured": 541.0}
+JOB 2026-10-08T21:42:38 extract ji2025_chili fewpair 0 scsemi5
+{"dataset": "ji2025_chili", "unit": "draw0", "arm": "scsemi5", "host": "server_1", "cells": 37500, "donors": 25, "median_lib_measured": 1026.0}
+JOB 2026-10-08T21:42:42 extract ji2025_chili fewpair 0 lora5
+{"skip": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/rare_states_paired_20261008/work/ji2025_chili/draw0/lora5.npz"}
+JOB 2026-10-08T21:42:42 extract ji2025_chili fewpair 1 zs_raw
+{"dataset": "ji2025_chili", "unit": "draw1", "arm": "zs_raw", "host": "server_1", "cells": 39000, "donors": 26, "median_lib_measured": 404.0}
+JOB 2026-10-08T21:42:48 extract ji2025_chili fewpair 1 zs_cal
+{"dataset": "ji2025_chili", "unit": "draw1", "arm": "zs_cal", "host": "server_1", "cells": 39000, "donors": 26, "median_lib_measured": 506.0}
+JOB 2026-10-08T21:42:53 extract ji2025_chili fewpair 1 scsemi5
+{"dataset": "ji2025_chili", "unit": "draw1", "arm": "scsemi5", "host": "server_1", "cells": 39000, "donors": 26, "median_lib_measured": 1297.0}
+JOB 2026-10-08T21:42:57 extract ji2025_chili fewpair 1 lora5
+{"dataset": "ji2025_chili", "unit": "draw1", "arm": "lora5", "host": "server_1", "cells": 39000, "donors": 26, "median_lib_measured": 1596.0}
+JOB 2026-10-08T21:43:02 extract ji2025_chili fewpair 2 zs_raw
+{"dataset": "ji2025_chili", "unit": "draw2", "arm": "zs_raw", "host": "server_1", "cells": 39000, "donors": 26, "median_lib_measured": 402.0}
+JOB 2026-10-08T21:43:08 extract ji2025_chili fewpair 2 zs_cal
+{"dataset": "ji2025_chili", "unit": "draw2", "arm": "zs_cal", "host": "server_1", "cells": 39000, "donors": 26, "median_lib_measured": 485.0}
+JOB 2026-10-08T21:43:13 extract ji2025_chili fewpair 2 scsemi5
+{"dataset": "ji2025_chili", "unit": "draw2", "arm": "scsemi5", "host": "server_1", "cells": 39000, "donors": 26, "median_lib_measured": 854.0}
+JOB 2026-10-08T21:43:17 extract ji2025_chili fewpair 2 lora5
+{"dataset": "ji2025_chili", "unit": "draw2", "arm": "lora5", "host": "server_1", "cells": 39000, "donors": 26, "median_lib_measured": 772.0}
+JOB 2026-10-08T21:43:22 extract ji2025_chili fewpair 3 zs_raw
+{"dataset": "ji2025_chili", "unit": "draw3", "arm": "zs_raw", "host": "server_1", "cells": 37500, "donors": 25, "median_lib_measured": 403.0}
+JOB 2026-10-08T21:43:28 extract ji2025_chili fewpair 3 zs_cal
+{"dataset": "ji2025_chili", "unit": "draw3", "arm": "zs_cal", "host": "server_1", "cells": 37500, "donors": 25, "median_lib_measured": 475.0}
+JOB 2026-10-08T21:43:33 extract ji2025_chili fewpair 3 scsemi5
+{"dataset": "ji2025_chili", "unit": "draw3", "arm": "scsemi5", "host": "server_1", "cells": 37500, "donors": 25, "median_lib_measured": 1065.0}
+JOB 2026-10-08T21:43:36 extract ji2025_chili fewpair 3 lora5
+{"dataset": "ji2025_chili", "unit": "draw3", "arm": "lora5", "host": "server_1", "cells": 37500, "donors": 25, "median_lib_measured": 993.0}
+JOB 2026-10-08T21:43:42 extract ji2025_chili fewpair 4 zs_raw
+{"dataset": "ji2025_chili", "unit": "draw4", "arm": "zs_raw", "host": "server_1", "cells": 36000, "donors": 24, "median_lib_measured": 404.0}
+JOB 2026-10-08T21:43:47 extract ji2025_chili fewpair 4 zs_cal
+{"dataset": "ji2025_chili", "unit": "draw4", "arm": "zs_cal", "host": "server_1", "cells": 36000, "donors": 24, "median_lib_measured": 468.0}
+JOB 2026-10-08T21:43:52 extract ji2025_chili fewpair 4 scsemi5
+{"dataset": "ji2025_chili", "unit": "draw4", "arm": "scsemi5", "host": "server_1", "cells": 36000, "donors": 24, "median_lib_measured": 921.0}
+JOB 2026-10-08T21:43:56 extract ji2025_chili fewpair 4 lora5
+{"dataset": "ji2025_chili", "unit": "draw4", "arm": "lora5", "host": "server_1", "cells": 36000, "donors": 24, "median_lib_measured": 1134.0}
+JOB 2026-10-08T21:44:01 extract ji2025_chili fivefold - zs__raw
+{"dataset": "ji2025_chili", "unit": "fivefold", "arm": "zs__raw", "host": "server_1", "cells": 49500, "donors": 33, "median_lib_measured": 405.0}
+JOB 2026-10-08T21:44:07 extract ji2025_chili fivefold - zs__cal
+{"dataset": "ji2025_chili", "unit": "fivefold", "arm": "zs__cal", "host": "server_1", "cells": 49500, "donors": 33, "median_lib_measured": 498.0}
+JOB 2026-10-08T21:44:12 extract ji2025_chili fivefold - scsemi__raw
+{"dataset": "ji2025_chili", "unit": "fivefold", "arm": "scsemi__raw", "host": "server_1", "cells": 49500, "donors": 33, "median_lib_measured": 1056.0}
+JOB 2026-10-08T21:44:18 extract ji2025_chili fivefold - real_lora__raw
+{"dataset": "ji2025_chili", "unit": "fivefold", "arm": "real_lora__raw", "host": "server_1", "cells": 49500, "donors": 33, "median_lib_measured": 1118.0}
+JOB 2026-10-08T21:44:23 analyze
+{"dataset": "ye2026_sepsis", "unit": "draw0", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 77}
+{"dataset": "ye2026_sepsis", "unit": "draw1", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 77}
+{"dataset": "ye2026_sepsis", "unit": "draw2", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 77}
+{"dataset": "ye2026_sepsis", "unit": "draw3", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 77}
+{"dataset": "ye2026_sepsis", "unit": "draw4", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 77}
+{"dataset": "ye2026_sepsis", "unit": "fivefold", "arms": ["zs__raw", "zs__cal", "scsemi__raw", "real_lora__raw"], "donors": 82}
+{"dataset": "imperial_eskd", "unit": "draw0", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 142}
+{"dataset": "imperial_eskd", "unit": "draw1", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 143}
+{"dataset": "imperial_eskd", "unit": "draw2", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 142}
+{"dataset": "imperial_eskd", "unit": "draw3", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 145}
+{"dataset": "imperial_eskd", "unit": "draw4", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 143}
+{"dataset": "imperial_eskd", "unit": "fivefold", "arms": ["zs__raw", "zs__cal", "scsemi__raw", "real_lora__raw"], "donors": 157}
+{"dataset": "giroux2022", "unit": "draw0", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 11}
+{"dataset": "giroux2022", "unit": "draw1", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 10}
+{"dataset": "giroux2022", "unit": "draw2", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 12}
+{"dataset": "giroux2022", "unit": "draw3", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 11}
+{"dataset": "giroux2022", "unit": "draw4", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 10}
+{"dataset": "giroux2022", "unit": "fivefold", "arms": ["zs__raw", "zs__cal", "scsemi__raw", "real_lora__raw"], "donors": 24}
+{"dataset": "ji2025_chili", "unit": "draw0", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 25}
+{"dataset": "ji2025_chili", "unit": "draw1", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 26}
+{"dataset": "ji2025_chili", "unit": "draw2", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 26}
+{"dataset": "ji2025_chili", "unit": "draw3", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 25}
+{"dataset": "ji2025_chili", "unit": "draw4", "arms": ["zs_raw", "zs_cal", "scsemi5", "lora5"], "donors": 24}
+{"dataset": "ji2025_chili", "unit": "fivefold", "arms": ["zs__raw", "zs__cal", "scsemi__raw", "real_lora__raw"], "donors": 33}
+{"rows_summary": 1440, "rows_contrasts": 1440}
+DONE failed=0 jobs=97
diff --git a/paper-releases/pbisc-diffusion/updates/20261008T125804Z-deck-fig2-3-healthy-fig5-rare/diffusion/dataset/server_1/model8/plans/rare_states_paired_20261008/out/summary.csv b/paper-releases/pbisc-diffusion/updates/20261008T125804Z-deck-fig2-3-healthy-fig5-rare/diffusion/dataset/server_1/model8/plans/rare_states_paired_20261008/out/summary.csv
new file mode 100644
index 0000000000000000000000000000000000000000..85e9c11bc55bf85b6bc61b68092bf59c9ee53829
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261008T125804Z-deck-fig2-3-healthy-fig5-rare/diffusion/dataset/server_1/model8/plans/rare_states_paired_20261008/out/summary.csv
@@ -0,0 +1,1441 @@
+dataset,design,unit,arm,state,thin,gen_state,gen_parent,obs_state_thinned,obs_parent,obs_state_native,gen_pct,obs_pct,gen_over_obs,spearman_donors,auroc_high_low,donors_with_state_obs,of_those_with_state_gen,n_donors
+ye2026_sepsis,fewpair,draw0,zs_raw,C1Q-high monocyte (reference),0.42,54,41920,5753,106918,6611,0.12881679389312978,5.380759086402664,0.023940264156901876,0.0019744004010176404,0.4646814404432133,71,29,77
+ye2026_sepsis,fewpair,draw0,zs_raw,Cycling T/NK,0.428,253,51664,2060,323749,3104,0.4897026943326107,0.6362954016846384,0.7696153280946039,0.0684049696012946,0.5706371191135734,76,68,77
+ye2026_sepsis,fewpair,draw0,zs_raw,Cycling activated T (CD38/HLA-DR),0.452,160,41046,2985,281037,5353,0.3898065584953467,1.0621377256375495,0.36700189540990535,0.015515436490909026,0.5554016620498615,76,61,77
+ye2026_sepsis,fewpair,draw0,zs_raw,Proliferating T (label),1.0,1234,41046,4188,281037,4188,3.0063830823953612,1.490195241195999,2.0174424124334887,-0.01585277686630551,0.48441828254847646,77,77,77
+ye2026_sepsis,fewpair,draw0,zs_raw,Plasmablast (label),1.0,621,115500,8063,556369,8063,0.5376623376623376,1.4492180549239804,0.37100168317357946,0.34571499591636845,0.6876731301939059,73,56,77
+ye2026_sepsis,fewpair,draw0,zs_raw,Plasmablast (markers),0.498,848,115500,14834,556369,25621,0.7341991341991342,2.6662161263478015,0.27537120001027243,0.3285978194773158,0.6111495844875346,77,76,77
+ye2026_sepsis,fewpair,draw0,zs_raw,MS1 monocyte (IL1R2+),0.42,323,41920,11194,106918,17241,0.7705152671755725,10.469705755812866,0.07359473944602274,0.47102765372308963,0.7389196675900277,66,49,77
+ye2026_sepsis,fewpair,draw0,zs_raw,Cycling monocyte (Ye 2026),0.42,71,41920,2561,106918,4476,0.1693702290076336,2.395293589479788,0.07070959057023884,0.33214544112983807,0.628808864265928,69,33,77
+ye2026_sepsis,fewpair,draw0,zs_raw,ISG-high monocyte (positive control),0.42,7126,41920,9823,106918,19368,16.999045801526716,9.187414654220992,1.850253465344226,0.48607222305308817,0.7354570637119113,73,73,77
+ye2026_sepsis,fewpair,draw0,zs_raw,ISG-high T,0.452,1084,41046,4346,281037,9854,2.6409394338059737,1.5464155965228779,1.7077811681052217,0.3616109985724376,0.621191135734072,70,61,77
+ye2026_sepsis,fewpair,draw0,zs_raw,DN2 / ABC B,0.582,614,17911,2509,94421,4124,3.4280609681201497,2.657247857997691,1.290079492510453,0.26081983917338786,0.5848337950138505,76,71,77
+ye2026_sepsis,fewpair,draw0,zs_raw,HSPC,0.498,62,115500,608,556369,710,0.05367965367965368,0.10927999223536897,0.49121209273182964,0.13627141520488215,0.48614958448753465,68,34,77
+ye2026_sepsis,fewpair,draw0,zs_raw,Cytotoxic CD4 T,0.614,70,15062,1612,133027,1920,0.46474571770017264,1.2117840739098078,0.3835218895068292,0.2595552699702243,0.600415512465374,71,34,77
+ye2026_sepsis,fewpair,draw0,zs_raw,Granulocyte-like (LDG),0.498,284,115500,6458,556369,13806,0.24588744588744588,1.1607404438421263,0.21183671783981478,0.4569611768121029,0.7399584487534626,75,60,77
+ye2026_sepsis,fewpair,draw0,zs_raw,Platelet signal in monocytes (negative control),0.42,1175,41920,11264,106918,22886,2.8029580152671754,10.535176490394507,0.2660570535123721,0.293564592028406,0.6720914127423823,72,68,77
+ye2026_sepsis,fewpair,draw0,zs_cal,C1Q-high monocyte (reference),0.703,82,16470,6301,106918,6611,0.4978749241044323,5.8933014085560895,0.08448149680272607,0.18771899941870146,0.6319252077562327,73,34,77
+ye2026_sepsis,fewpair,draw0,zs_cal,Cycling T/NK,1.0,448,71314,3104,323749,3104,0.6282076450626806,0.9587674402083095,0.6552242167570804,0.052596981090890574,0.5765235457063712,77,67,77
+ye2026_sepsis,fewpair,draw0,zs_cal,Cycling activated T (CD38/HLA-DR),1.0,438,65687,5353,281037,5353,0.6667986055079391,1.9047314054733007,0.35007487333483034,-0.03287021926644014,0.4982686980609418,77,66,77
+ye2026_sepsis,fewpair,draw0,zs_cal,Proliferating T (label),1.0,621,65687,4188,281037,4188,0.9453925434256398,1.490195241195999,0.6344085105699894,0.05479840620941695,0.5315096952908587,77,65,77
+ye2026_sepsis,fewpair,draw0,zs_cal,Plasmablast (label),1.0,1076,115500,8063,556369,8063,0.9316017316017317,1.4492180549239804,0.6428306136791813,0.3792628228384766,0.7136426592797784,73,70,77
+ye2026_sepsis,fewpair,draw0,zs_cal,Plasmablast (markers),1.0,1444,115500,25621,556369,25621,1.2502164502164501,4.6050373043789286,0.27148888653466924,0.4048063503465682,0.6755540166204986,77,75,77
+ye2026_sepsis,fewpair,draw0,zs_cal,MS1 monocyte (IL1R2+),0.703,856,16470,14899,106918,17241,5.197328476017001,13.934978207598347,0.3729699751653035,0.4899044460676115,0.752770083102493,72,39,77
+ye2026_sepsis,fewpair,draw0,zs_cal,Cycling monocyte (Ye 2026),0.703,85,16470,3597,106918,4476,0.5160898603521554,3.3642604612880898,0.15340365774014944,0.45805098002583294,0.6949445983379502,71,23,77
+ye2026_sepsis,fewpair,draw0,zs_cal,ISG-high monocyte (positive control),0.703,1855,16470,15045,106918,19368,11.262902246508803,14.071531454011485,0.8004034445943691,0.414513549968879,0.7056786703601108,74,64,77
+ye2026_sepsis,fewpair,draw0,zs_cal,ISG-high T,1.0,1759,65687,9854,281037,9854,2.67785102074992,3.506299882221914,0.7637256112426377,0.26220980209346845,0.5432825484764543,75,61,77
+ye2026_sepsis,fewpair,draw0,zs_cal,DN2 / ABC B,1.0,253,23925,4124,94421,4124,1.0574712643678161,4.367672445748298,0.24211322563742377,-0.0381939685541456,0.5176592797783933,76,60,77
+ye2026_sepsis,fewpair,draw0,zs_cal,HSPC,1.0,604,115500,710,556369,710,0.5229437229437229,0.12761314882748678,4.097882763246144,-0.024244354578188985,0.46883656509695293,71,64,77
+ye2026_sepsis,fewpair,draw0,zs_cal,Cytotoxic CD4 T,1.0,804,30522,1920,133027,1920,2.634165519952821,1.4433160185526246,1.8250788365768955,0.5096353552251545,0.7368421052631579,74,74,77
+ye2026_sepsis,fewpair,draw0,zs_cal,Granulocyte-like (LDG),1.0,49,115500,13806,556369,13806,0.04242424242424243,2.4814466657919474,0.01709657636776281,0.33590790921023767,0.6866343490304709,76,29,77
+ye2026_sepsis,fewpair,draw0,zs_cal,Platelet signal in monocytes (negative control),0.703,941,16470,17492,106918,22886,5.713418336369156,16.36020127574403,0.34922665314882084,0.34237989121951684,0.6471606648199446,72,58,77
+ye2026_sepsis,fewpair,draw0,scsemi5,C1Q-high monocyte (reference),0.7,83,8018,6277,106918,6611,1.035170865552507,5.87085429955667,0.1763237192976628,0.11886515054795838,0.5436179981634527,73,17,77
+ye2026_sepsis,fewpair,draw0,scsemi5,Cycling T/NK,1.0,8,89179,3104,323749,3104,0.008970721806703372,0.9587674402083095,0.009356514865329929,0.2433901551843689,0.5526315789473685,77,5,77
+ye2026_sepsis,fewpair,draw0,scsemi5,Cycling activated T (CD38/HLA-DR),1.0,8,84190,5353,281037,5353,0.009502316189571208,1.9047314054733007,0.004988795880755695,0.0993756210909465,0.525623268698061,77,6,77
+ye2026_sepsis,fewpair,draw0,scsemi5,Proliferating T (label),1.0,107,84190,4188,281037,4188,0.1270934790355149,1.490195241195999,0.08528646147971347,0.17774619451501533,0.5554016620498615,77,19,77
+ye2026_sepsis,fewpair,draw0,scsemi5,Plasmablast (label),1.0,231,115500,8063,556369,8063,0.2,1.4492180549239804,0.13800545702592087,0.2719457565564608,0.6083795013850416,73,24,77
+ye2026_sepsis,fewpair,draw0,scsemi5,Plasmablast (markers),1.0,357,115500,25621,556369,25621,0.3090909090909091,4.6050373043789286,0.06712017485656298,0.06366205996740577,0.49757617728531855,77,35,77
+ye2026_sepsis,fewpair,draw0,scsemi5,MS1 monocyte (IL1R2+),0.7,41,8018,14884,106918,17241,0.51134946370666,13.920948764473708,0.036732371647802124,0.25239541983504205,0.5606060606060606,70,4,77
+ye2026_sepsis,fewpair,draw0,scsemi5,Cycling monocyte (Ye 2026),0.7,0,8018,3556,106918,4476,0.0,3.325913316747414,0.0,,0.5,70,0,77
+ye2026_sepsis,fewpair,draw0,scsemi5,ISG-high monocyte (positive control),0.7,44,8018,14929,106918,19368,0.5487652781242205,13.963037093847621,0.03930128341247599,0.3903099368946815,0.5606060606060606,74,4,77
+ye2026_sepsis,fewpair,draw0,scsemi5,ISG-high T,1.0,8,84190,9854,281037,9854,0.009502316189571208,3.506299882221914,0.0027100694489227964,0.3733071687675755,0.5526315789473685,75,4,77
+ye2026_sepsis,fewpair,draw0,scsemi5,DN2 / ABC B,1.0,0,9498,4124,94421,4124,0.0,4.367672445748298,0.0,,0.5,76,0,77
+ye2026_sepsis,fewpair,draw0,scsemi5,HSPC,1.0,0,115500,710,556369,710,0.0,0.12761314882748678,0.0,,0.5,71,0,77
+ye2026_sepsis,fewpair,draw0,scsemi5,Cytotoxic CD4 T,0.876,1114,53802,1831,133027,1920,2.0705549979554663,1.3764123072759666,1.5043130514091851,0.32125142798863016,0.7181440443213296,75,64,77
+ye2026_sepsis,fewpair,draw0,scsemi5,Granulocyte-like (LDG),1.0,1,115500,13806,556369,13806,0.0008658008658008658,2.4814466657919474,0.0003489097217910777,0.19095518421349494,0.5131578947368421,76,1,77
+ye2026_sepsis,fewpair,draw0,scsemi5,Platelet signal in monocytes (negative control),0.7,516,8018,17418,106918,22886,6.435520079820404,16.29098935632915,0.39503555855680217,0.09847758759141499,0.4995408631772268,72,33,77
+ye2026_sepsis,fewpair,draw0,lora5,C1Q-high monocyte (reference),0.666,66,12983,6242,106918,6611,0.5083570823384426,5.838118932265848,0.08707549267776611,0.29144916485085887,0.6477623456790124,73,29,77
+ye2026_sepsis,fewpair,draw0,lora5,Cycling T/NK,1.0,208,75077,3104,323749,3104,0.2770488964662946,0.9587674402083095,0.28896360561232737,0.028968434193441472,0.5661357340720221,77,55,77
+ye2026_sepsis,fewpair,draw0,lora5,Cycling activated T (CD38/HLA-DR),1.0,205,67243,5353,281037,5353,0.30486444685692193,1.9047314054733007,0.16005639744316977,0.08370899293577125,0.5851800554016621,77,60,77
+ye2026_sepsis,fewpair,draw0,lora5,Proliferating T (label),1.0,510,67243,4188,281037,4188,0.7584432580342936,1.490195241195999,0.5089556301532564,0.2739709615811067,0.6779778393351801,77,67,77
+ye2026_sepsis,fewpair,draw0,lora5,Plasmablast (label),1.0,640,115500,8063,556369,8063,0.5541125541125541,1.4492180549239804,0.3823527813705167,0.3877478190534854,0.7181440443213296,73,63,77
+ye2026_sepsis,fewpair,draw0,lora5,Plasmablast (markers),0.953,818,115500,24568,556369,25621,0.7082251082251082,4.4157744230897125,0.16038525530694203,0.14131168311785053,0.5367036011080333,77,72,77
+ye2026_sepsis,fewpair,draw0,lora5,MS1 monocyte (IL1R2+),0.666,2465,12983,14525,106918,17241,18.98636678733729,13.585177425690716,1.3975795966736855,0.47774229841785953,0.7457561728395061,71,48,77
+ye2026_sepsis,fewpair,draw0,lora5,Cycling monocyte (Ye 2026),0.666,21,12983,3472,106918,4476,0.16174998074404992,3.2473484352494433,0.04980986302186731,0.23283530554130508,0.5864197530864198,69,14,77
+ye2026_sepsis,fewpair,draw0,lora5,ISG-high monocyte (positive control),0.666,1928,12983,14346,106918,19368,14.850188708310869,13.417759404403375,1.1067562221630987,0.5036907961660564,0.7565586419753086,74,60,77
+ye2026_sepsis,fewpair,draw0,lora5,ISG-high T,1.0,1476,67243,9854,281037,9854,2.1950240173698377,3.506299882221914,0.6260228990963741,0.2771277759575443,0.6059556786703602,75,66,77
+ye2026_sepsis,fewpair,draw0,lora5,DN2 / ABC B,0.988,129,23883,4093,94421,4124,0.5401331491018716,4.334840766354942,0.12460276587184907,0.2611915310869277,0.6565096952908587,76,56,77
+ye2026_sepsis,fewpair,draw0,lora5,HSPC,0.953,94,115500,701,556369,710,0.08138528138528138,0.1259955173634764,0.6459379118266422,-0.017933833938834274,0.44944598337950137,71,35,77
+ye2026_sepsis,fewpair,draw0,lora5,Cytotoxic CD4 T,0.981,521,28961,1915,133027,1920,1.7989710300058699,1.4395573830876438,1.2496695520030854,0.658608696450556,0.8369113573407202,74,68,77
+ye2026_sepsis,fewpair,draw0,lora5,Granulocyte-like (LDG),0.953,34,115500,13134,556369,13806,0.02943722943722944,2.360663516479171,0.01246989637944412,0.23974381447682142,0.6014542936288089,76,20,77
+ye2026_sepsis,fewpair,draw0,lora5,Platelet signal in monocytes (negative control),0.666,703,12983,16701,106918,22886,5.414773164907957,15.620381974971474,0.34664793560004126,0.18856329045283468,0.591820987654321,73,54,77
+ye2026_sepsis,fewpair,draw1,zs_raw,C1Q-high monocyte (reference),0.429,55,42760,5604,101105,6357,0.12862488306828812,5.542752583947381,0.023205957891897343,-0.033678558101665035,0.45325484764542934,72,31,77
+ye2026_sepsis,fewpair,draw1,zs_raw,Cycling T/NK,0.418,265,51479,2078,328898,3295,0.5147730142388158,0.6318068215677809,0.8147633052796827,0.002268364049956975,0.5173130193905817,75,68,77
+ye2026_sepsis,fewpair,draw1,zs_raw,Cycling activated T (CD38/HLA-DR),0.439,165,40785,3013,283471,5556,0.4045605001838911,1.0628953226255948,0.3806212065968397,0.02595993062761662,0.5657894736842105,75,61,77
+ye2026_sepsis,fewpair,draw1,zs_raw,Proliferating T (label),1.0,1304,40785,4507,283471,4507,3.1972538923623883,1.589933361790095,2.0109357846058544,0.06757760382923592,0.5315096952908587,77,77,77
+ye2026_sepsis,fewpair,draw1,zs_raw,Plasmablast (label),1.0,694,115500,8274,556805,8274,0.6008658008658009,1.4859780353983891,0.40435712140570734,0.3622642700208203,0.6862880886426593,73,56,77
+ye2026_sepsis,fewpair,draw1,zs_raw,Plasmablast (markers),0.496,916,115500,14902,556805,26074,0.793073593073593,2.6763409092949955,0.2963275681058529,0.33449256572377795,0.6059556786703602,77,77,77
+ye2026_sepsis,fewpair,draw1,zs_raw,MS1 monocyte (IL1R2+),0.429,368,42760,11992,101105,17964,0.8606173994387278,11.860936650017308,0.0725589744581826,0.47932376418489564,0.7292243767313019,65,49,77
+ye2026_sepsis,fewpair,draw1,zs_raw,Cycling monocyte (Ye 2026),0.429,83,42760,2431,101105,4221,0.1941066417212348,2.4044310370407,0.08072872073724988,0.4404216188369426,0.6509695290858726,68,34,77
+ye2026_sepsis,fewpair,draw1,zs_raw,ISG-high monocyte (positive control),0.429,7479,42760,9624,101105,18474,17.490645463049578,9.518817071361456,1.8374809949518158,0.42652696094067954,0.6786703601108033,71,71,77
+ye2026_sepsis,fewpair,draw1,zs_raw,ISG-high T,0.439,1162,40785,4335,283471,10074,2.849086674022312,1.5292569610295232,1.8630529378818428,0.37840487228017283,0.6779778393351801,69,60,77
+ye2026_sepsis,fewpair,draw1,zs_raw,DN2 / ABC B,0.57,593,17253,2530,95857,4198,3.4370834057845014,2.639348195749919,1.3022470514951976,0.29195017791632805,0.6378116343490304,76,70,77
+ye2026_sepsis,fewpair,draw1,zs_raw,HSPC,0.496,67,115500,563,556805,673,0.05800865800865801,0.10111259776762062,0.5737035670072971,0.17707259170352047,0.5200831024930748,67,34,77
+ye2026_sepsis,fewpair,draw1,zs_raw,Cytotoxic CD4 T,0.603,65,14549,1617,131768,1969,0.44676610076293904,1.227156821079473,0.364066020812189,0.24526309833832813,0.574792243767313,71,32,77
+ye2026_sepsis,fewpair,draw1,zs_raw,Granulocyte-like (LDG),0.496,290,115500,6078,556805,12916,0.2510822510822511,1.0915850252781494,0.2300162106183824,0.4293655672428672,0.7209141274238227,75,61,77
+ye2026_sepsis,fewpair,draw1,zs_raw,Platelet signal in monocytes (negative control),0.429,1225,42760,10609,101105,20900,2.864826941066417,10.493051777854706,0.27302132894384024,0.27658510918179424,0.6350415512465374,70,66,77
+ye2026_sepsis,fewpair,draw1,zs_cal,C1Q-high monocyte (reference),0.793,280,44009,6149,101105,6357,0.6362334976936536,6.081796152514713,0.10461276270014123,0.17565534058351928,0.596606648199446,72,54,77
+ye2026_sepsis,fewpair,draw1,zs_cal,Cycling T/NK,0.9,621,52920,3108,328898,3295,1.1734693877551021,0.9449738216711564,1.2418009481784993,0.05486009208373644,0.5637119113573407,77,70,77
+ye2026_sepsis,fewpair,draw1,zs_cal,Cycling activated T (CD38/HLA-DR),0.9,626,47085,5145,283471,5556,1.3295104598067324,1.815000476239192,0.7325124578267721,0.06901955612252217,0.5599030470914127,77,67,77
+ye2026_sepsis,fewpair,draw1,zs_cal,Proliferating T (label),1.0,1290,47085,4507,283471,4507,2.73972602739726,1.589933361790095,1.7231703499275097,0.05286957438007665,0.53601108033241,77,74,77
+ye2026_sepsis,fewpair,draw1,zs_cal,Plasmablast (label),1.0,1691,115500,8274,556805,8274,1.464069264069264,1.4859780353983891,0.9852563289582869,0.306598014285616,0.6502770083102493,73,68,77
+ye2026_sepsis,fewpair,draw1,zs_cal,Plasmablast (markers),0.958,2179,115500,25162,556805,26074,1.8865800865800866,4.518996776250213,0.41747763496869295,0.41602721092106243,0.6990997229916898,77,75,77
+ye2026_sepsis,fewpair,draw1,zs_cal,MS1 monocyte (IL1R2+),0.793,4482,44009,16453,101105,17964,10.184280488081983,16.273181346125316,0.6258321757415236,0.6214742227590279,0.7818559556786704,71,62,77
+ye2026_sepsis,fewpair,draw1,zs_cal,Cycling monocyte (Ye 2026),0.793,459,44009,3657,101105,4221,1.0429684837192392,3.6170317986251916,0.28834927138756816,0.39767097000745266,0.7229916897506925,71,52,77
+ye2026_sepsis,fewpair,draw1,zs_cal,ISG-high monocyte (positive control),0.793,4923,44009,15692,101105,18474,11.186348246949487,15.520498491667079,0.7207467113865842,0.3875823268733405,0.7299168975069252,73,70,77
+ye2026_sepsis,fewpair,draw1,zs_cal,ISG-high T,0.9,1769,47085,9049,283471,10074,3.7570351491982583,3.1922136655954225,1.176937242544347,0.2854234156652678,0.5692520775623269,75,54,77
+ye2026_sepsis,fewpair,draw1,zs_cal,DN2 / ABC B,1.0,133,12095,4198,95857,4198,1.0996279454319966,4.37944020780955,0.25108869929793926,0.15549254232783585,0.6014542936288089,76,56,77
+ye2026_sepsis,fewpair,draw1,zs_cal,HSPC,0.958,1395,115500,671,556805,673,1.2077922077922079,0.12050897531451765,10.02242533919136,0.07331782344678642,0.5031163434903048,70,66,77
+ye2026_sepsis,fewpair,draw1,zs_cal,Cytotoxic CD4 T,1.0,864,17402,1969,131768,1969,4.964946557866912,1.4942929998178618,3.3226057797714943,0.41953123976650614,0.6807479224376731,74,73,77
+ye2026_sepsis,fewpair,draw1,zs_cal,Granulocyte-like (LDG),0.958,157,115500,12321,556805,12916,0.13593073593073593,2.212803405141836,0.06142919683460223,0.29920969045022383,0.6229224376731302,76,53,77
+ye2026_sepsis,fewpair,draw1,zs_cal,Platelet signal in monocytes (negative control),0.793,2674,44009,17446,101105,20900,6.076029902974391,17.25532861876267,0.35212484428535246,0.28905818631188707,0.6142659279778393,73,70,77
+ye2026_sepsis,fewpair,draw1,scsemi5,C1Q-high monocyte (reference),0.799,813,35229,6153,101105,6357,2.30775781316529,6.085752435586766,0.3792066531774364,0.29149054454678885,0.7015235457063712,73,55,77
+ye2026_sepsis,fewpair,draw1,scsemi5,Cycling T/NK,1.0,18,55821,3295,328898,3295,0.032245928951469875,1.0018303546996332,0.032187015296754294,0.09783901083511985,0.5571329639889196,77,14,77
+ye2026_sepsis,fewpair,draw1,scsemi5,Cycling activated T (CD38/HLA-DR),1.0,32,49416,5556,283471,5556,0.06475635421725758,1.9599888524752092,0.033039144143844894,0.060288102234959944,0.5214681440443213,77,18,77
+ye2026_sepsis,fewpair,draw1,scsemi5,Proliferating T (label),1.0,320,49416,4507,283471,4507,0.6475635421725757,1.589933361790095,0.4072897378815225,0.1852997108553272,0.5484764542936288,77,50,77
+ye2026_sepsis,fewpair,draw1,scsemi5,Plasmablast (label),1.0,243,115500,8274,556805,8274,0.21038961038961038,1.4859780353983891,0.14158325720689752,0.4327073547138945,0.7091412742382271,73,48,77
+ye2026_sepsis,fewpair,draw1,scsemi5,Plasmablast (markers),1.0,398,115500,26074,556805,26074,0.3445887445887446,4.682788408868455,0.07358622993431616,0.34026692386107743,0.6700138504155124,77,60,77
+ye2026_sepsis,fewpair,draw1,scsemi5,MS1 monocyte (IL1R2+),0.799,2,35229,16526,101105,17964,0.005677140991796531,16.345383512190296,0.0003473238170008401,0.09361846176157734,0.49965373961218834,71,2,77
+ye2026_sepsis,fewpair,draw1,scsemi5,Cycling monocyte (Ye 2026),0.799,22,35229,3684,101105,4221,0.06244855090976184,3.643736709361555,0.017138601356491506,-0.05839313673238749,0.4747229916897507,70,13,77
+ye2026_sepsis,fewpair,draw1,scsemi5,ISG-high monocyte (positive control),0.799,104,35229,15700,101105,18474,0.2952113315734196,15.528411057811187,0.019011045655242413,0.37598057369415094,0.5526315789473685,74,4,77
+ye2026_sepsis,fewpair,draw1,scsemi5,ISG-high T,1.0,12,49416,10074,283471,10074,0.02428363283147159,3.5538026817558057,0.0068331404430912075,0.2537914923525524,0.5263157894736842,75,2,77
+ye2026_sepsis,fewpair,draw1,scsemi5,DN2 / ABC B,1.0,0,8796,4198,95857,4198,0.0,4.37944020780955,0.0,,0.5,76,0,77
+ye2026_sepsis,fewpair,draw1,scsemi5,HSPC,1.0,1,115500,673,556805,673,0.0008658008658008658,0.12086816749131205,0.007163183522767475,0.14972269284687528,0.5131578947368421,70,1,77
+ye2026_sepsis,fewpair,draw1,scsemi5,Cytotoxic CD4 T,0.988,1222,30110,1960,131768,1969,4.058452341414812,1.4874628134296644,2.728439531242586,0.4475408651714248,0.6987534626038782,74,72,77
+ye2026_sepsis,fewpair,draw1,scsemi5,Granulocyte-like (LDG),1.0,54,115500,12916,556805,12916,0.046753246753246755,2.319663077738167,0.020155188571106812,0.21485552899724786,0.5678670360110804,76,26,77
+ye2026_sepsis,fewpair,draw1,scsemi5,Platelet signal in monocytes (negative control),0.799,15784,35229,17732,101105,20900,44.80399670725822,17.538202858414518,2.5546515266678,0.3143816182527484,0.6135734072022161,73,66,77
+ye2026_sepsis,fewpair,draw1,lora5,C1Q-high monocyte (reference),0.899,559,39821,6263,101105,6357,1.403781924110394,6.194550220068246,0.22661563378122526,0.3929050805901955,0.7212603878116344,73,55,77
+ye2026_sepsis,fewpair,draw1,lora5,Cycling T/NK,0.973,282,56113,3248,328898,3295,0.5025573396539127,0.987540210034722,0.5088981031326741,0.14744268958284082,0.6052631578947368,77,68,77
+ye2026_sepsis,fewpair,draw1,lora5,Cycling activated T (CD38/HLA-DR),0.959,336,51883,5379,283471,5556,0.6476109708382322,1.8975486028553186,0.34128821251995634,0.20804127851872836,0.5997229916897507,77,69,77
+ye2026_sepsis,fewpair,draw1,lora5,Proliferating T (label),1.0,1364,51883,4507,283471,4507,2.628992155426633,1.589933361790095,1.6535234863344643,0.1557652873442347,0.5941828254847645,77,77,77
+ye2026_sepsis,fewpair,draw1,lora5,Plasmablast (label),1.0,450,115500,8274,556805,8274,0.38961038961038963,1.4859780353983891,0.26219121704981024,0.22499802229390362,0.5990304709141274,73,65,77
+ye2026_sepsis,fewpair,draw1,lora5,Plasmablast (markers),0.962,624,115500,25209,556805,26074,0.5402597402597402,4.527437792404881,0.11933012998346808,0.4759906262456828,0.7572714681440443,77,74,77
+ye2026_sepsis,fewpair,draw1,lora5,MS1 monocyte (IL1R2+),0.899,296,39821,17250,101105,17964,0.7433263855754502,17.061470748232036,0.04356754447165559,0.46126205796955133,0.7167590027700831,71,47,77
+ye2026_sepsis,fewpair,draw1,lora5,Cycling monocyte (Ye 2026),0.899,205,39821,3964,101105,4221,0.5148037467667813,3.920676524405321,0.13130482547138098,0.4150124452589893,0.6980609418282548,71,44,77
+ye2026_sepsis,fewpair,draw1,lora5,ISG-high monocyte (positive control),0.899,2859,39821,17136,101105,18474,7.17962883905477,16.9487166806785,0.42360899496535515,0.6150145257340852,0.8054016620498615,74,73,77
+ye2026_sepsis,fewpair,draw1,lora5,ISG-high T,0.959,1453,51883,9672,283471,10074,2.800531966154617,3.4119892334665627,0.8207915601507604,0.547661449319193,0.7493074792243767,74,55,77
+ye2026_sepsis,fewpair,draw1,lora5,DN2 / ABC B,0.966,191,11468,4114,95857,4198,1.665504011161493,4.291809674828129,0.38806567330555963,0.1795190063998985,0.6125346260387812,76,66,77
+ye2026_sepsis,fewpair,draw1,lora5,HSPC,0.962,394,115500,671,556805,673,0.3411255411255411,0.12050897531451765,2.830706511570893,0.07939262237071691,0.5183518005540166,70,65,77
+ye2026_sepsis,fewpair,draw1,lora5,Cytotoxic CD4 T,1.0,867,25529,1969,131768,1969,3.396137725723687,1.4942929998178618,2.2727388310978096,0.47679890649282447,0.7126038781163435,74,73,77
+ye2026_sepsis,fewpair,draw1,lora5,Granulocyte-like (LDG),0.962,278,115500,12416,556805,12916,0.24069264069264068,2.2298650335395696,0.10794045248136742,0.3952710943380426,0.7302631578947368,76,62,77
+ye2026_sepsis,fewpair,draw1,lora5,Platelet signal in monocytes (negative control),0.899,8938,39821,19330,101105,20900,22.445443359031668,19.118737945700016,1.1740023542756837,0.19235168086052024,0.5678670360110804,73,71,77
+ye2026_sepsis,fewpair,draw2,zs_raw,C1Q-high monocyte (reference),0.42,55,43067,5836,107968,6716,0.12770798987623935,5.405305275637226,0.023626415782998303,0.018930190343337303,0.48303324099722994,70,29,77
+ye2026_sepsis,fewpair,draw2,zs_raw,Cycling T/NK,0.419,265,51064,1766,325865,2821,0.5189566034779884,0.5419422153345711,0.957586600183209,0.06872062414281183,0.5879501385041551,76,68,77
+ye2026_sepsis,fewpair,draw2,zs_raw,Cycling activated T (CD38/HLA-DR),0.438,163,40369,2784,279996,5157,0.40377517401966856,0.9942999185702653,0.40608991962935026,0.03881944684525133,0.5045013850415513,77,61,77
+ye2026_sepsis,fewpair,draw2,zs_raw,Proliferating T (label),1.0,1266,40369,4009,279996,4009,3.1360697564963216,1.4318061686595522,2.19028931788462,0.05194873480567113,0.514196675900277,77,77,77
+ye2026_sepsis,fewpair,draw2,zs_raw,Plasmablast (label),1.0,694,115500,8352,560751,8352,0.6008658008658009,1.4894311378847296,0.4034196584067274,0.35618993256972364,0.6897506925207756,73,57,77
+ye2026_sepsis,fewpair,draw2,zs_raw,Plasmablast (markers),0.493,921,115500,14807,560751,26051,0.7974025974025974,2.6405659552992327,0.3019817004768717,0.37894155743405133,0.6371191135734072,77,76,77
+ye2026_sepsis,fewpair,draw2,zs_raw,MS1 monocyte (IL1R2+),0.42,368,43067,12323,107968,18584,0.854482550444656,11.413566982809721,0.07486551327307363,0.5299108484129575,0.7631578947368421,69,52,77
+ye2026_sepsis,fewpair,draw2,zs_raw,Cycling monocyte (Ye 2026),0.42,83,43067,2583,107968,4525,0.19272296654050666,2.3923755186721993,0.08055715544500744,0.29271619117167785,0.5751385041551247,68,34,77
+ye2026_sepsis,fewpair,draw2,zs_raw,ISG-high monocyte (positive control),0.42,7758,43067,10695,107968,20492,18.013792462906633,9.905712803793717,1.818525614432074,0.4218726486761686,0.711218836565097,71,71,77
+ye2026_sepsis,fewpair,draw2,zs_raw,ISG-high T,0.438,1086,40369,4099,279996,9422,2.690183061259878,1.4639494849926427,1.837620142523837,0.31885946614332716,0.5931440443213296,70,60,77
+ye2026_sepsis,fewpair,draw2,zs_raw,DN2 / ABC B,0.561,598,17333,2461,95354,4225,3.4500663474297584,2.58090903370598,1.3367640247574855,0.25460139147294875,0.6260387811634349,76,71,77
+ye2026_sepsis,fewpair,draw2,zs_raw,HSPC,0.493,62,115500,586,560751,699,0.05367965367965368,0.10450271154219966,0.5136675679269536,0.06560029269640376,0.4809556786703601,68,34,77
+ye2026_sepsis,fewpair,draw2,zs_raw,Cytotoxic CD4 T,0.593,72,14263,1683,130721,2007,0.5048026361915445,1.2874748510185816,0.39208737614732553,0.28569485737804223,0.5657894736842105,73,37,77
+ye2026_sepsis,fewpair,draw2,zs_raw,Granulocyte-like (LDG),0.493,283,115500,6380,560751,13867,0.24502164502164503,1.1377598969952796,0.21535443960428285,0.42765485246304613,0.7153739612188366,75,61,77
+ye2026_sepsis,fewpair,draw2,zs_raw,Platelet signal in monocytes (negative control),0.42,1208,43067,11156,107968,22561,2.8049318503726752,10.332691167753408,0.2714618877922526,0.27879784587465717,0.6603185595567868,70,67,77
+ye2026_sepsis,fewpair,draw2,zs_cal,C1Q-high monocyte (reference),0.746,138,28446,6428,107968,6716,0.48512971946846656,5.9536158861885005,0.08148488729242594,0.19626984288200142,0.6260387811634349,73,44,77
+ye2026_sepsis,fewpair,draw2,zs_cal,Cycling T/NK,1.0,425,63659,2821,325865,2821,0.6676196610062992,0.8656959170208522,0.7711941894144547,0.1881180434683446,0.6461218836565097,77,70,77
+ye2026_sepsis,fewpair,draw2,zs_cal,Cycling activated T (CD38/HLA-DR),1.0,420,56598,5157,279996,5157,0.7420756917205555,1.8418120258860842,0.40290522664143624,0.16859565399324186,0.610803324099723,77,69,77
+ye2026_sepsis,fewpair,draw2,zs_cal,Proliferating T (label),1.0,767,56598,4009,279996,4009,1.3551715608325383,1.4318061686595522,0.9464769676898663,0.14667394041322107,0.5602493074792244,77,75,77
+ye2026_sepsis,fewpair,draw2,zs_cal,Plasmablast (label),1.0,1424,115500,8352,560751,8352,1.232900432900433,1.4894311378847296,0.8277659849728816,0.30722679977581424,0.6630886426592798,73,66,77
+ye2026_sepsis,fewpair,draw2,zs_cal,Plasmablast (markers),0.997,1836,115500,25979,560751,26051,1.5896103896103897,4.632894100946766,0.34311390568706096,0.4067653339782241,0.6731301939058172,77,76,77
+ye2026_sepsis,fewpair,draw2,zs_cal,MS1 monocyte (IL1R2+),0.746,2009,28446,16565,107968,18584,7.062504394290937,15.342508891523414,0.4603226528480555,0.4842100036153645,0.7188365650969529,71,56,77
+ye2026_sepsis,fewpair,draw2,zs_cal,Cycling monocyte (Ye 2026),0.746,169,28446,3724,107968,4525,0.594108134711383,3.449170124481328,0.1722466892817363,0.3068397714126961,0.6447368421052632,71,27,77
+ye2026_sepsis,fewpair,draw2,zs_cal,ISG-high monocyte (positive control),0.746,3440,28446,16737,107968,20492,12.093088659213949,15.501815352697095,0.7801079024663988,0.42480296274920043,0.7347645429362881,74,69,77
+ye2026_sepsis,fewpair,draw2,zs_cal,ISG-high T,1.0,1785,56598,9422,279996,9422,3.1538216898123608,3.3650480721153158,0.9372293121000869,0.3123848612169681,0.5761772853185596,75,57,77
+ye2026_sepsis,fewpair,draw2,zs_cal,DN2 / ABC B,1.0,197,18289,4225,95354,4225,1.0771501995735142,4.430857646244521,0.2431019648050482,-0.09452918102915284,0.3954293628808864,76,61,77
+ye2026_sepsis,fewpair,draw2,zs_cal,HSPC,0.997,774,115500,699,560751,699,0.6701298701298701,0.12465425830716308,5.3759083663117995,-0.0011417259391185554,0.4456371191135734,71,66,77
+ye2026_sepsis,fewpair,draw2,zs_cal,Cytotoxic CD4 T,1.0,758,23784,2007,130721,2007,3.1870164816683486,1.535330972070287,2.0757846611866877,0.4834367441371332,0.7001385041551247,74,73,77
+ye2026_sepsis,fewpair,draw2,zs_cal,Granulocyte-like (LDG),0.997,89,115500,13817,560751,13867,0.07705627705627706,2.4640170057654824,0.031272623880425864,0.16841721842890847,0.5640581717451524,76,35,77
+ye2026_sepsis,fewpair,draw2,zs_cal,Platelet signal in monocytes (negative control),0.746,1591,28446,18057,107968,22561,5.593053504886451,16.72439982216953,0.33442476647038843,0.3161673969312526,0.6114958448753463,73,67,77
+ye2026_sepsis,fewpair,draw2,scsemi5,C1Q-high monocyte (reference),0.778,256,17080,6465,107968,6716,1.4988290398126465,5.987885299347955,0.25031024558467413,-0.08613887461105331,0.4422936449963477,72,36,77
+ye2026_sepsis,fewpair,draw2,scsemi5,Cycling T/NK,1.0,55,74560,2821,325865,2821,0.07376609442060086,0.8656959170208522,0.08521016787794788,0.1349722717479556,0.5488227146814404,77,21,77
+ye2026_sepsis,fewpair,draw2,scsemi5,Cycling activated T (CD38/HLA-DR),1.0,47,70329,5157,279996,5157,0.06682876196163745,1.8418120258860842,0.036284246721370254,0.22285011779888883,0.6042243767313019,77,24,77
+ye2026_sepsis,fewpair,draw2,scsemi5,Proliferating T (label),1.0,338,70329,4009,279996,4009,0.4805983307028395,1.4318061686595522,0.33565879322392683,0.1474680119103884,0.550207756232687,77,45,77
+ye2026_sepsis,fewpair,draw2,scsemi5,Plasmablast (label),1.0,224,115500,8352,560751,8352,0.19393939393939394,1.4894311378847296,0.13021037965865553,0.29383798213564943,0.621191135734072,73,36,77
+ye2026_sepsis,fewpair,draw2,scsemi5,Plasmablast (markers),1.0,368,115500,26051,560751,26051,0.31861471861471863,4.6457340245492205,0.0685822126129216,0.036887453747852884,0.5311634349030471,77,39,77
+ye2026_sepsis,fewpair,draw2,scsemi5,MS1 monocyte (IL1R2+),0.778,2,17080,16821,107968,18584,0.0117096018735363,15.579616182572614,0.0007515975834266496,0.23366680094455108,0.527027027027027,71,2,77
+ye2026_sepsis,fewpair,draw2,scsemi5,Cycling monocyte (Ye 2026),0.778,0,17080,3837,107968,4525,0.0,3.5538307646710137,0.0,,0.5,72,0,77
+ye2026_sepsis,fewpair,draw2,scsemi5,ISG-high monocyte (positive control),0.778,27,17080,17208,107968,20492,0.15807962529274006,15.938055720213397,0.009918375745935936,0.18257197476916487,0.5135135135135135,74,1,77
+ye2026_sepsis,fewpair,draw2,scsemi5,ISG-high T,1.0,240,70329,9422,279996,9422,0.34125325257006356,3.3650480721153158,0.10141110773361019,0.19611742409967375,0.5131578947368421,75,1,77
+ye2026_sepsis,fewpair,draw2,scsemi5,DN2 / ABC B,1.0,0,16804,4225,95354,4225,0.0,4.430857646244521,0.0,,0.5,76,0,77
+ye2026_sepsis,fewpair,draw2,scsemi5,HSPC,1.0,1,115500,699,560751,699,0.0008658008658008658,0.12465425830716308,0.00694561804433049,0.09808063195891804,0.5131578947368421,71,1,77
+ye2026_sepsis,fewpair,draw2,scsemi5,Cytotoxic CD4 T,0.966,481,51707,1979,130721,2007,0.930241553368016,1.513911307288041,0.6144623855372431,0.2159745543478608,0.628808864265928,74,67,77
+ye2026_sepsis,fewpair,draw2,scsemi5,Granulocyte-like (LDG),1.0,3,115500,13867,560751,13867,0.0025974025974025974,2.4729336193782983,0.00105033251885491,0.13890499718140692,0.5131578947368421,76,3,77
+ye2026_sepsis,fewpair,draw2,scsemi5,Platelet signal in monocytes (negative control),0.778,5427,17080,18526,107968,22561,31.77400468384075,17.15878778897451,1.851762786195033,0.16194941685186673,0.5390796201607012,73,45,77
+ye2026_sepsis,fewpair,draw2,lora5,C1Q-high monocyte (reference),0.837,42,12979,6553,107968,6716,0.3235996609908313,6.069390930646118,0.05331666137320017,-0.13576674069443273,0.4605263157894737,73,25,77
+ye2026_sepsis,fewpair,draw2,lora5,Cycling T/NK,1.0,514,78566,2821,325865,2821,0.654227019321335,0.8656959170208522,0.7557238130136363,0.38316559978712816,0.71398891966759,77,71,77
+ye2026_sepsis,fewpair,draw2,lora5,Cycling activated T (CD38/HLA-DR),0.993,555,74260,5132,279996,5157,0.7473740910315109,1.83288332690467,0.40775868276005245,0.397812570695385,0.7160664819944599,77,73,77
+ye2026_sepsis,fewpair,draw2,lora5,Proliferating T (label),1.0,1124,74260,4009,279996,4009,1.5136008618367898,1.4318061686595522,1.0571269316808525,0.28710951621049813,0.6731301939058172,77,77,77
+ye2026_sepsis,fewpair,draw2,lora5,Plasmablast (label),1.0,271,115500,8352,560751,8352,0.23463203463203464,1.4894311378847296,0.1575313075334627,0.2112523641146474,0.6128808864265928,73,62,77
+ye2026_sepsis,fewpair,draw2,lora5,Plasmablast (markers),0.942,445,115500,24806,560751,26051,0.3852813852813853,4.42371034559011,0.08709462310647509,0.07867048148456444,0.524584487534626,77,75,77
+ye2026_sepsis,fewpair,draw2,lora5,MS1 monocyte (IL1R2+),0.837,74,12979,17386,107968,18584,0.5701517836505123,16.102919383521044,0.0354067340257555,0.2928703078581928,0.5990304709141274,72,32,77
+ye2026_sepsis,fewpair,draw2,lora5,Cycling monocyte (Ye 2026),0.837,25,12979,4030,107968,4525,0.1926188458278758,3.7325874333135745,0.05160464403559329,0.18947828000546382,0.538781163434903,70,18,77
+ye2026_sepsis,fewpair,draw2,lora5,ISG-high monocyte (positive control),0.837,1045,12979,18072,107968,20492,8.05146775560521,16.738292827504445,0.48102084475275747,0.48659578865359177,0.6727839335180056,74,54,77
+ye2026_sepsis,fewpair,draw2,lora5,ISG-high T,0.993,1026,74260,9358,279996,9422,1.3816321034204149,3.342190602722896,0.4133911759235974,0.4943000198706392,0.6831717451523546,75,62,77
+ye2026_sepsis,fewpair,draw2,lora5,DN2 / ABC B,0.841,126,19722,3643,95354,4225,0.6388804380894433,3.8205004509511924,0.16722428024589836,0.04087235725858239,0.5003462603878116,76,52,77
+ye2026_sepsis,fewpair,draw2,lora5,HSPC,0.942,164,115500,690,560751,699,0.141991341991342,0.12304926785685626,1.153938942217203,-0.08597069433050346,0.407202216066482,70,43,77
+ye2026_sepsis,fewpair,draw2,lora5,Cytotoxic CD4 T,0.959,617,34919,1974,130721,2007,1.7669463615796557,1.5100863671483542,1.170096227619322,0.599654250031067,0.7506925207756233,75,71,77
+ye2026_sepsis,fewpair,draw2,lora5,Granulocyte-like (LDG),0.942,54,115500,13018,560751,13867,0.046753246753246755,2.321529520232688,0.02013898438326154,0.23872928734109677,0.6191135734072022,76,27,77
+ye2026_sepsis,fewpair,draw2,lora5,Platelet signal in monocytes (negative control),0.837,1148,12979,19687,107968,22561,8.845057400416056,18.23410640189686,0.48508312968360884,0.19078013799114485,0.5962603878116344,73,60,77
+ye2026_sepsis,fewpair,draw3,zs_raw,C1Q-high monocyte (reference),0.418,56,42011,5682,103223,6515,0.13329842184189855,5.504587155963303,0.024215879967944904,-0.033373276078083824,0.4504847645429363,71,31,77
+ye2026_sepsis,fewpair,draw3,zs_raw,Cycling T/NK,0.414,260,51677,2075,318191,3263,0.5031251814153298,0.6521240387063116,0.7715176125287961,0.045498481328325416,0.5533240997229917,76,69,77
+ye2026_sepsis,fewpair,draw3,zs_raw,Cycling activated T (CD38/HLA-DR),0.434,166,41125,3019,274345,5510,0.40364741641337387,1.100439227979369,0.3668057318844884,0.005857868879220755,0.49722991689750695,77,62,77
+ye2026_sepsis,fewpair,draw3,zs_raw,Proliferating T (label),1.0,1258,41125,4568,274345,4568,3.058966565349544,1.6650567715832254,1.837154514822287,0.011685836346721061,0.4989612188365651,77,77,77
+ye2026_sepsis,fewpair,draw3,zs_raw,Plasmablast (label),1.0,696,115500,8236,549877,8236,0.6025974025974026,1.4977895056530823,0.4023244924089995,0.3972540889411667,0.7039473684210527,74,59,77
+ye2026_sepsis,fewpair,draw3,zs_raw,Plasmablast (markers),0.489,925,115500,14882,549877,26299,0.8008658008658008,2.706423436513984,0.2959129713631797,0.37872933527495806,0.6509695290858726,77,76,77
+ye2026_sepsis,fewpair,draw3,zs_raw,MS1 monocyte (IL1R2+),0.418,367,42011,12185,103223,18403,0.873580728856728,11.80453968592271,0.074003794480737,0.5413038364188887,0.7531163434903048,67,49,77
+ye2026_sepsis,fewpair,draw3,zs_raw,Cycling monocyte (Ye 2026),0.418,81,42011,2585,103223,4427,0.19280664587846041,2.5042868352983345,0.07699063987432232,0.4289660242158734,0.6952908587257618,71,34,77
+ye2026_sepsis,fewpair,draw3,zs_raw,ISG-high monocyte (positive control),0.418,7146,42011,9635,103223,18654,17.00983075861084,9.334160022475611,1.822320457079488,0.49350821563113584,0.7222991689750693,71,71,77
+ye2026_sepsis,fewpair,draw3,zs_raw,ISG-high T,0.434,1133,41125,4331,274345,10183,2.755015197568389,1.5786691938981938,1.745150414169706,0.3116468912862619,0.6038781163434903,66,55,77
+ye2026_sepsis,fewpair,draw3,zs_raw,DN2 / ABC B,0.578,615,17804,2493,97853,4074,3.4542799370927884,2.547699099669913,1.3558429790787832,0.3142485314663789,0.6488919667590027,77,72,77
+ye2026_sepsis,fewpair,draw3,zs_raw,HSPC,0.489,68,115500,564,549877,684,0.05887445887445888,0.10256839256779243,0.5740019649381352,0.08214454815967373,0.49930747922437674,68,36,77
+ye2026_sepsis,fewpair,draw3,zs_raw,Cytotoxic CD4 T,0.589,70,14737,1628,129216,1971,0.47499491076881317,1.259905894006934,0.3770082456382246,0.3142022212560924,0.6274238227146814,71,37,77
+ye2026_sepsis,fewpair,draw3,zs_raw,Granulocyte-like (LDG),0.489,278,115500,6183,549877,13417,0.24069264069264068,1.1244332823522352,0.21405684487489435,0.44268661738670234,0.7226454293628809,74,60,77
+ye2026_sepsis,fewpair,draw3,zs_raw,Platelet signal in monocytes (negative control),0.418,1196,42011,10660,103223,21596,2.846873437909119,10.327155769547485,0.2756686837535582,0.2976870297585624,0.6308864265927978,69,66,77
+ye2026_sepsis,fewpair,draw3,zs_cal,C1Q-high monocyte (reference),0.732,168,28691,6240,103223,6515,0.5855494754452616,6.045164352905845,0.09686245753827923,0.35963007621766313,0.6765927977839336,73,42,77
+ye2026_sepsis,fewpair,draw3,zs_cal,Cycling T/NK,0.977,546,63926,3227,318191,3263,0.8541125676563527,1.0141707339302495,0.8421782832821274,0.13522575255758187,0.6225761772853186,77,71,77
+ye2026_sepsis,fewpair,draw3,zs_cal,Cycling activated T (CD38/HLA-DR),0.977,557,57889,5416,274345,5510,0.9621862530014338,1.9741566276039293,0.48739104058286253,-0.0010129516268064412,0.5277008310249307,77,68,77
+ye2026_sepsis,fewpair,draw3,zs_cal,Proliferating T (label),1.0,967,57889,4568,274345,4568,1.6704382525177495,1.6650567715832254,1.0032320104793826,0.003550389468506433,0.5138504155124654,77,70,77
+ye2026_sepsis,fewpair,draw3,zs_cal,Plasmablast (label),1.0,1513,115500,8236,549877,8236,1.30995670995671,1.4977895056530823,0.8745933290442762,0.41952875756919233,0.7222991689750693,74,71,77
+ye2026_sepsis,fewpair,draw3,zs_cal,Plasmablast (markers),0.979,1973,115500,25847,549877,26299,1.7082251082251083,4.700505749467609,0.3634130451640414,0.4327951611084465,0.7198753462603878,77,77,77
+ye2026_sepsis,fewpair,draw3,zs_cal,MS1 monocyte (IL1R2+),0.732,2138,28691,16315,103223,18403,7.451814157749817,15.805585964368406,0.471467123999638,0.5506599390227133,0.7458448753462604,71,53,77
+ye2026_sepsis,fewpair,draw3,zs_cal,Cycling monocyte (Ye 2026),0.732,244,28691,3656,103223,4427,0.8504409048133561,3.541846293946117,0.24011231268476219,0.27010789365071475,0.6173822714681441,68,30,77
+ye2026_sepsis,fewpair,draw3,zs_cal,ISG-high monocyte (positive control),0.732,3120,28691,15040,103223,18654,10.874490258269145,14.570396132644856,0.746341428144492,0.4032786026351954,0.7441135734072022,74,70,77
+ye2026_sepsis,fewpair,draw3,zs_cal,ISG-high T,0.977,1791,57889,9928,274345,10183,3.093852027155418,3.6188011445442783,0.85493839080374,0.26711652079279735,0.5765235457063712,75,59,77
+ye2026_sepsis,fewpair,draw3,zs_cal,DN2 / ABC B,1.0,232,17624,4074,97853,4074,1.3163867453472538,4.163387939051434,0.3161816205018773,0.08454553596938089,0.5380886426592798,77,62,77
+ye2026_sepsis,fewpair,draw3,zs_cal,HSPC,0.979,875,115500,679,549877,684,0.7575757575757576,0.12348216055590613,6.135102869638953,0.13578882881551024,0.5304709141274239,69,66,77
+ye2026_sepsis,fewpair,draw3,zs_cal,Cytotoxic CD4 T,1.0,880,23515,1971,129216,1971,3.742292153944291,1.525352897473997,2.453394332643661,0.4869995006546692,0.7292243767313019,74,73,77
+ye2026_sepsis,fewpair,draw3,zs_cal,Granulocyte-like (LDG),0.979,78,115500,13163,549877,13417,0.06753246753246753,2.393808069804702,0.028211312504254838,0.2210596729952482,0.5851800554016621,76,39,77
+ye2026_sepsis,fewpair,draw3,zs_cal,Platelet signal in monocytes (negative control),0.732,1770,28691,17016,103223,21596,6.169181973441149,16.48469817773171,0.37423687755319446,0.2391368677678052,0.5831024930747922,72,67,77
+ye2026_sepsis,fewpair,draw3,scsemi5,C1Q-high monocyte (reference),0.522,415,21904,5886,103223,6515,1.8946311176040906,5.70221752903907,0.33226216080945814,0.34711373101296417,0.671398891966759,72,32,77
+ye2026_sepsis,fewpair,draw3,scsemi5,Cycling T/NK,0.776,82,75637,2890,318191,3263,0.10841254941364677,0.9082595045114412,0.11936296716428263,0.1681224827618107,0.5505540166204986,76,28,77
+ye2026_sepsis,fewpair,draw3,scsemi5,Cycling activated T (CD38/HLA-DR),0.736,85,69460,4352,274345,5510,0.122372588540167,1.5863237893892725,0.07714225138568961,0.12423897568896597,0.5249307479224377,76,30,77
+ye2026_sepsis,fewpair,draw3,scsemi5,Proliferating T (label),1.0,295,69460,4568,274345,4568,0.42470486610999136,1.6650567715832254,0.2550693005537338,0.26635532750770935,0.5692520775623269,77,43,77
+ye2026_sepsis,fewpair,draw3,scsemi5,Plasmablast (label),1.0,501,115500,8236,549877,8236,0.43376623376623374,1.4977895056530823,0.2896042682426849,0.2420558854120709,0.6402354570637119,74,49,77
+ye2026_sepsis,fewpair,draw3,scsemi5,Plasmablast (markers),0.747,740,115500,20697,549877,26299,0.6406926406926406,3.7639326613042554,0.17021894341505878,0.31323684640944954,0.6672437673130194,77,53,77
+ye2026_sepsis,fewpair,draw3,scsemi5,MS1 monocyte (IL1R2+),0.522,85,21904,13907,103223,18403,0.38805697589481375,13.472772541003458,0.028803052579844942,0.18701173741527172,0.5131578947368421,68,1,77
+ye2026_sepsis,fewpair,draw3,scsemi5,Cycling monocyte (Ye 2026),0.522,3,21904,2975,103223,4427,0.013696128560993425,2.88210960735495,0.004752119255298905,0.10993514641227775,0.5131578947368421,70,3,77
+ye2026_sepsis,fewpair,draw3,scsemi5,ISG-high monocyte (positive control),0.522,154,21904,11602,103223,18654,0.7030679327976626,11.239743080515002,0.06255195761693942,0.4059969094861148,0.5657894736842105,71,5,77
+ye2026_sepsis,fewpair,draw3,scsemi5,ISG-high T,0.736,44,69460,7557,274345,10183,0.06334581053843939,2.754560863146768,0.022996700267524352,0.4043786471253354,0.5657894736842105,74,5,77
+ye2026_sepsis,fewpair,draw3,scsemi5,DN2 / ABC B,0.774,18,5719,3261,97853,4074,0.3147403392201434,3.3325498451759272,0.09444430056335078,0.12971466224751688,0.5294321329639889,77,8,77
+ye2026_sepsis,fewpair,draw3,scsemi5,HSPC,0.747,2,115500,646,549877,684,0.0017316017316017316,0.11748081843757786,0.014739442188358596,0.09558880579814656,0.5,68,2,77
+ye2026_sepsis,fewpair,draw3,scsemi5,Cytotoxic CD4 T,0.645,484,40315,1693,129216,1971,1.2005457025920874,1.3102092620108965,0.916300729510568,0.2748973568437688,0.6436980609418282,72,60,77
+ye2026_sepsis,fewpair,draw3,scsemi5,Granulocyte-like (LDG),0.747,4,115500,9936,549877,13417,0.003463203463203463,1.806949554173024,0.0019166021847181268,0.14744604466668038,0.5263157894736842,76,4,77
+ye2026_sepsis,fewpair,draw3,scsemi5,Platelet signal in monocytes (negative control),0.522,2870,21904,13001,103223,21596,13.10262965668371,12.595061178225784,1.040299008577696,0.024258667961758632,0.4871883656509695,72,66,77
+ye2026_sepsis,fewpair,draw3,lora5,C1Q-high monocyte (reference),0.638,151,16901,6091,103223,6515,0.8934382580912372,5.900816678453445,0.15140925515506778,-0.03349815589649921,0.4307479224376731,72,45,77
+ye2026_sepsis,fewpair,draw3,lora5,Cycling T/NK,0.738,316,82221,2815,318191,3263,0.3843300373383929,0.8846887561244661,0.43442401034010864,0.35893358646705525,0.703601108033241,77,70,77
+ye2026_sepsis,fewpair,draw3,lora5,Cycling activated T (CD38/HLA-DR),0.723,361,76396,4385,274345,5510,0.4725378292057176,1.5983524394466821,0.2956405718436547,0.3513582804090957,0.7330332409972299,77,73,77
+ye2026_sepsis,fewpair,draw3,lora5,Proliferating T (label),1.0,959,76396,4568,274345,4568,1.2553013246766846,1.6650567715832254,0.753909023464153,0.40966927809033066,0.6980609418282548,77,77,77
+ye2026_sepsis,fewpair,draw3,lora5,Plasmablast (label),1.0,811,115500,8236,549877,8236,0.7021645021645022,1.4977895056530823,0.46880052204554395,0.2589182978567693,0.6409279778393352,74,70,77
+ye2026_sepsis,fewpair,draw3,lora5,Plasmablast (markers),0.741,1027,115500,20430,549877,26299,0.8891774891774892,3.7153763478014175,0.23932366628313764,0.34351651354828555,0.6700138504155124,77,75,77
+ye2026_sepsis,fewpair,draw3,lora5,MS1 monocyte (IL1R2+),0.638,238,16901,15305,103223,18403,1.4082006981835395,14.827121862375634,0.0949746492444296,0.3818984699431039,0.693213296398892,71,37,77
+ye2026_sepsis,fewpair,draw3,lora5,Cycling monocyte (Ye 2026),0.638,43,16901,3330,103223,4427,0.25442281521803445,3.2260252075603306,0.07886572449024375,0.16518600491784927,0.5623268698060941,68,25,77
+ye2026_sepsis,fewpair,draw3,lora5,ISG-high monocyte (positive control),0.638,2523,16901,13567,103223,18654,14.928110762676765,13.143388585877178,1.1357885879382206,0.5096168049350683,0.7268005540166205,75,65,77
+ye2026_sepsis,fewpair,draw3,lora5,ISG-high T,0.723,1328,76396,7376,274345,10183,1.7383109063301743,2.688585540104613,0.6465522039006937,0.6398210807518021,0.7898293029871978,74,63,77
+ye2026_sepsis,fewpair,draw3,lora5,DN2 / ABC B,0.911,513,11549,3778,97853,4074,4.441943025370162,3.860893380887658,1.150496164270901,0.04809705255269584,0.5145429362880887,77,68,77
+ye2026_sepsis,fewpair,draw3,lora5,HSPC,0.741,216,115500,634,549877,684,0.18701298701298702,0.11529851221273121,1.6219895940022124,-0.009051601674129828,0.4757617728531856,70,59,77
+ye2026_sepsis,fewpair,draw3,lora5,Cytotoxic CD4 T,0.8,578,30366,1845,129216,1971,1.9034446420338536,1.4278417533432393,1.3330921564501161,0.5759848115798033,0.7361495844875346,75,66,77
+ye2026_sepsis,fewpair,draw3,lora5,Granulocyte-like (LDG),0.741,127,115500,9829,549877,13417,0.10995670995670996,1.7874906570014748,0.06151456485997132,0.37261974129994313,0.692174515235457,76,40,77
+ye2026_sepsis,fewpair,draw3,lora5,Platelet signal in monocytes (negative control),0.638,1776,16901,15290,103223,21596,10.508253949470445,14.812590217296533,0.7094136673814178,0.2762639800937739,0.6076869806094183,72,67,77
+ye2026_sepsis,fewpair,draw4,zs_raw,C1Q-high monocyte (reference),0.417,51,41171,5503,98968,6328,0.12387360034976075,5.560383154150837,0.022277889295684392,0.03212571081813047,0.49722991689750695,72,29,77
+ye2026_sepsis,fewpair,draw4,zs_raw,Cycling T/NK,0.427,255,52550,2102,323159,3273,0.48525214081826834,0.6504538013795067,0.7460209161498134,0.018952300059772886,0.5394736842105263,76,68,77
+ye2026_sepsis,fewpair,draw4,zs_raw,Cycling activated T (CD38/HLA-DR),0.448,162,41883,3139,277774,5575,0.3867917770933314,1.130055368753015,0.34227683685990135,0.039387214265096844,0.5429362880886427,77,61,77
+ye2026_sepsis,fewpair,draw4,zs_raw,Proliferating T (label),1.0,1252,41883,4533,277774,4533,2.989279660005253,1.6319021938698366,1.8317762371019173,0.03344068353887332,0.5225069252077562,77,77,77
+ye2026_sepsis,fewpair,draw4,zs_raw,Plasmablast (label),1.0,673,115500,8049,544615,8049,0.5826839826839827,1.4779247725457434,0.39425821497010466,0.3733615205968586,0.675207756232687,73,57,77
+ye2026_sepsis,fewpair,draw4,zs_raw,Plasmablast (markers),0.495,903,115500,14525,544615,25265,0.7818181818181819,2.6670216575011705,0.29314279455484277,0.3608632064720317,0.650623268698061,77,76,77
+ye2026_sepsis,fewpair,draw4,zs_raw,MS1 monocyte (IL1R2+),0.417,341,41171,12122,98968,18460,0.8282528964562434,12.248403524371515,0.0676212940574835,0.521436006974895,0.7448060941828255,68,48,77
+ye2026_sepsis,fewpair,draw4,zs_raw,Cycling monocyte (Ye 2026),0.417,79,41171,2492,98968,4375,0.19188263583590393,2.5179856115107913,0.07620481823197328,0.34708807288248306,0.6191135734072022,68,33,77
+ye2026_sepsis,fewpair,draw4,zs_raw,ISG-high monocyte (positive control),0.417,6871,41171,8118,98968,16524,16.68893152947463,8.202651362056422,2.034577698459036,0.4065675496155861,0.7257617728531855,73,73,77
+ye2026_sepsis,fewpair,draw4,zs_raw,ISG-high T,0.448,1020,41883,3747,277774,8683,2.4353556335506052,1.3489383455614996,1.805386911539594,0.3836588190392458,0.6274238227146814,68,59,77
+ye2026_sepsis,fewpair,draw4,zs_raw,DN2 / ABC B,0.573,608,17838,2379,92596,3961,3.4084538625406435,2.569225452503348,1.3266464642951383,0.27220554036085937,0.6187673130193906,76,70,77
+ye2026_sepsis,fewpair,draw4,zs_raw,HSPC,0.495,67,115500,546,544615,643,0.05800865800865801,0.10025430808920063,0.5786151150436865,0.12353048326080082,0.5200831024930748,68,34,77
+ye2026_sepsis,fewpair,draw4,zs_raw,Cytotoxic CD4 T,0.607,73,15122,1620,129589,1961,0.48274037825684435,1.2501061046848112,0.38615952393781605,0.2532420289479729,0.5782548476454293,71,36,77
+ye2026_sepsis,fewpair,draw4,zs_raw,Granulocyte-like (LDG),0.495,259,115500,6206,544615,13151,0.22424242424242424,1.139520578757471,0.196786638541392,0.4369402874983408,0.7236842105263158,76,60,77
+ye2026_sepsis,fewpair,draw4,zs_raw,Platelet signal in monocytes (negative control),0.417,1131,41171,10243,98968,20796,2.7470792548152825,10.349810039608762,0.2654231569760411,0.28454194752913703,0.6218836565096952,72,68,77
+ye2026_sepsis,fewpair,draw4,zs_cal,C1Q-high monocyte (reference),0.705,88,21124,6017,98968,6328,0.4165877674682825,6.079742947215261,0.06852062185607609,0.19367940378557846,0.6066481994459834,73,33,77
+ye2026_sepsis,fewpair,draw4,zs_cal,Cycling T/NK,1.0,442,68329,3273,323159,3273,0.6468702893354212,1.0128141255542937,0.6386860856441962,0.12350274907029794,0.5865650969529086,77,66,77
+ye2026_sepsis,fewpair,draw4,zs_cal,Cycling activated T (CD38/HLA-DR),1.0,417,62384,5575,277774,5575,0.6684406258014876,2.00702729557122,0.33305009218185183,0.1160099902641228,0.5450138504155124,77,67,77
+ye2026_sepsis,fewpair,draw4,zs_cal,Proliferating T (label),1.0,635,62384,4533,277774,4533,1.0178892023595794,1.6319021938698366,0.6237440002122873,0.09562665599471193,0.567174515235457,77,67,77
+ye2026_sepsis,fewpair,draw4,zs_cal,Plasmablast (label),1.0,867,115500,8049,544615,8049,0.7506493506493507,1.4779247725457434,0.5079076855558406,0.3748408546719606,0.6630886426592798,73,68,77
+ye2026_sepsis,fewpair,draw4,zs_cal,Plasmablast (markers),1.0,1187,115500,25265,544615,25265,1.0277056277056278,4.639056948486545,0.22153330711771244,0.4507581526812205,0.6842105263157895,77,75,77
+ye2026_sepsis,fewpair,draw4,zs_cal,MS1 monocyte (IL1R2+),0.705,912,21124,16059,98968,18460,4.317364135580383,16.226457036617898,0.2660694275920788,0.3735476332667766,0.6648199445983379,71,38,77
+ye2026_sepsis,fewpair,draw4,zs_cal,Cycling monocyte (Ye 2026),0.705,81,21124,3560,98968,4375,0.38345010414694186,3.597122302158273,0.10659912895284984,0.4302025869660628,0.6641274238227147,71,18,77
+ye2026_sepsis,fewpair,draw4,zs_cal,ISG-high monocyte (positive control),0.705,2048,21124,12809,98968,16524,9.695133497443665,12.942567294479023,0.7490888999726791,0.4859395346277692,0.7399584487534626,75,68,77
+ye2026_sepsis,fewpair,draw4,zs_cal,ISG-high T,1.0,1475,62384,8683,277774,8683,2.3643883046935112,3.1259225125461705,0.7563809708026435,0.21333114064583858,0.5062326869806094,75,59,77
+ye2026_sepsis,fewpair,draw4,zs_cal,DN2 / ABC B,1.0,269,22547,3961,92596,3961,1.1930633787200071,4.277722579809063,0.27890153147174396,0.10585832789135313,0.5661357340720221,76,63,77
+ye2026_sepsis,fewpair,draw4,zs_cal,HSPC,1.0,506,115500,643,544615,643,0.4380952380952381,0.11806505513068866,3.710625786862179,0.007805570579509895,0.43698060941828254,70,63,77
+ye2026_sepsis,fewpair,draw4,zs_cal,Cytotoxic CD4 T,1.0,804,26268,1961,129589,1961,3.0607583371402467,1.513245723016614,2.022644631064087,0.6081194816974503,0.775623268698061,74,72,77
+ye2026_sepsis,fewpair,draw4,zs_cal,Granulocyte-like (LDG),1.0,56,115500,13151,544615,13151,0.048484848484848485,2.414733343738237,0.020078758845392564,0.1217151191342923,0.538781163434903,76,32,77
+ye2026_sepsis,fewpair,draw4,zs_cal,Platelet signal in monocytes (negative control),0.705,883,21124,15983,98968,20796,4.180079530391971,16.149664538032496,0.258833830297086,0.13896880568980685,0.5301246537396122,72,63,77
+ye2026_sepsis,fewpair,draw4,scsemi5,C1Q-high monocyte (reference),0.629,727,37612,5898,98968,6328,1.9328937573114964,5.959502061272331,0.32433813050797583,0.45210992696360414,0.716581446311176,72,53,77
+ye2026_sepsis,fewpair,draw4,scsemi5,Cycling T/NK,0.95,13,56285,3189,323159,3273,0.02309673980634272,0.9868207291147701,0.023405203321034514,0.19823909068118553,0.5394736842105263,77,4,77
+ye2026_sepsis,fewpair,draw4,scsemi5,Cycling activated T (CD38/HLA-DR),0.898,20,53597,5169,277774,5575,0.03731552139112264,1.8608653077681856,0.0200527793362308,0.1541385481356831,0.5519390581717452,77,8,77
+ye2026_sepsis,fewpair,draw4,scsemi5,Proliferating T (label),1.0,127,53597,4533,277774,4533,0.23695356083362876,1.6319021938698366,0.14520083478270548,0.10400018568424507,0.5654432132963989,77,23,77
+ye2026_sepsis,fewpair,draw4,scsemi5,Plasmablast (label),1.0,403,115500,8049,544615,8049,0.3489177489177489,1.4779247725457434,0.23608627137139993,0.3375518584284523,0.6561634349030471,73,45,77
+ye2026_sepsis,fewpair,draw4,scsemi5,Plasmablast (markers),0.907,531,115500,23320,544615,25265,0.4597402597402597,4.281923927912379,0.107367685059366,0.05843535435146698,0.5162742382271468,77,49,77
+ye2026_sepsis,fewpair,draw4,scsemi5,MS1 monocyte (IL1R2+),0.629,93,37612,15151,98968,18460,0.24726151228331383,15.308988764044944,0.016151394196854994,0.31639846074393374,0.5540540540540541,70,4,77
+ye2026_sepsis,fewpair,draw4,scsemi5,Cycling monocyte (Ye 2026),0.629,19,37612,3262,98968,4375,0.05051579283207487,3.296014873494463,0.015326324294925768,0.14496347811941035,0.5796201607012418,71,14,77
+ye2026_sepsis,fewpair,draw4,scsemi5,ISG-high monocyte (positive control),0.629,441,37612,11497,98968,16524,1.172498138891843,11.616886266267885,0.10093049996507603,0.4480936955913187,0.581081081081081,75,6,77
+ye2026_sepsis,fewpair,draw4,scsemi5,ISG-high T,0.898,240,53597,7754,277774,8683,0.44778625669347166,2.7914779641003116,0.16041189020734126,0.33519261888100643,0.5394736842105263,74,3,77
+ye2026_sepsis,fewpair,draw4,scsemi5,DN2 / ABC B,0.916,2,11156,3706,92596,3961,0.017927572606669058,4.002332714156119,0.004479280931157928,-0.06193141109626863,0.4868421052631579,76,1,77
+ye2026_sepsis,fewpair,draw4,scsemi5,HSPC,0.907,1,115500,622,544615,643,0.0008658008658008658,0.11420912020418093,0.007580838240002228,0.010327605083176967,0.5131578947368421,69,1,77
+ye2026_sepsis,fewpair,draw4,scsemi5,Cytotoxic CD4 T,0.785,902,34467,1767,129589,1961,2.6169959671569907,1.363541658628433,1.9192636694278848,0.3502734251761489,0.675207756232687,74,72,77
+ye2026_sepsis,fewpair,draw4,scsemi5,Granulocyte-like (LDG),0.907,0,115500,11931,544615,13151,0.0,2.190721886103027,0.0,,0.5,76,0,77
+ye2026_sepsis,fewpair,draw4,scsemi5,Platelet signal in monocytes (negative control),0.629,3912,37612,14399,98968,20796,10.400935871530363,14.549147199094657,0.7148828539020883,0.21292759783440776,0.6055514974433893,71,61,77
+ye2026_sepsis,fewpair,draw4,lora5,C1Q-high monocyte (reference),0.676,408,20335,5971,98968,6328,2.0063929186132285,6.033263277018834,0.3325551739563122,0.4259105841410353,0.6829802775748721,72,56,77
+ye2026_sepsis,fewpair,draw4,lora5,Cycling T/NK,0.83,199,70101,2979,323159,3273,0.28387612159598297,0.9218372380159612,0.30794603416863464,0.15712615979561723,0.618421052631579,77,59,77
+ye2026_sepsis,fewpair,draw4,lora5,Cycling activated T (CD38/HLA-DR),0.809,197,65204,4820,277774,5575,0.3021287037605055,1.735223599040947,0.1741151422372835,0.3034240616786456,0.6641274238227147,77,54,77
+ye2026_sepsis,fewpair,draw4,lora5,Proliferating T (label),1.0,551,65204,4533,277774,4533,0.8450401815839519,1.6319021938698366,0.5178252622971556,0.30162736293516623,0.6876731301939059,77,74,77
+ye2026_sepsis,fewpair,draw4,lora5,Plasmablast (label),1.0,759,115500,8049,544615,8049,0.6571428571428571,1.4779247725457434,0.4446389081163587,0.3338796918253554,0.6481994459833795,73,70,77
+ye2026_sepsis,fewpair,draw4,lora5,Plasmablast (markers),0.792,1022,115500,20838,544615,25265,0.8848484848484849,3.8261891427889427,0.23126104116314308,0.2519675933755094,0.6132271468144044,77,77,77
+ye2026_sepsis,fewpair,draw4,lora5,MS1 monocyte (IL1R2+),0.676,152,20335,15753,98968,18460,0.7474797147774772,15.917266187050359,0.04696030750466411,0.4557898355872631,0.7268078889700511,71,34,77
+ye2026_sepsis,fewpair,draw4,lora5,Cycling monocyte (Ye 2026),0.676,16,20335,3406,98968,4375,0.07868207523973444,3.441516449761539,0.02286261779896077,0.20027638466726136,0.5441928414901388,71,13,77
+ye2026_sepsis,fewpair,draw4,lora5,ISG-high monocyte (positive control),0.676,1170,20335,12235,98968,16524,5.753626751905582,12.36258184463665,0.46540656508589423,0.6741843684058686,0.8473338203067933,75,66,77
+ye2026_sepsis,fewpair,draw4,lora5,ISG-high T,0.809,958,65204,6996,277774,8683,1.4692350162566714,2.5185942528818392,0.5833551849709557,0.6554056252066894,0.796398891966759,75,64,77
+ye2026_sepsis,fewpair,draw4,lora5,DN2 / ABC B,0.764,390,20175,3083,92596,3961,1.933085501858736,3.3295174737569657,0.5805902858582923,0.27755209600268227,0.6312326869806094,76,71,77
+ye2026_sepsis,fewpair,draw4,lora5,HSPC,0.792,238,115500,612,544615,643,0.20606060606060606,0.11237296071536773,1.8337205387205389,0.18480145120642505,0.6114958448753463,68,58,77
+ye2026_sepsis,fewpair,draw4,lora5,Cytotoxic CD4 T,0.835,407,29974,1812,129589,1961,1.3578434643357578,1.398266828203011,0.971090379138005,0.5655319873815786,0.7067174515235457,72,66,77
+ye2026_sepsis,fewpair,draw4,lora5,Granulocyte-like (LDG),0.792,153,115500,10367,544615,13151,0.13246753246753246,1.9035465420526427,0.069589857427226,0.4397974707223314,0.7794321329639889,76,47,77
+ye2026_sepsis,fewpair,draw4,lora5,Platelet signal in monocytes (negative control),0.676,2215,20335,15407,98968,20796,10.892549791000738,15.56765823296419,0.6996909636631149,0.217848378326541,0.5887509130752374,73,64,77
+ye2026_sepsis,fivefold,fivefold,zs__raw,C1Q-high monocyte (reference),0.421,63,45474,5905,111269,6788,0.13854070457844042,5.306958811528817,0.026105479521995746,0.1563805951754914,0.5817965496728138,76,34,82
+ye2026_sepsis,fivefold,fivefold,zs__raw,Cycling T/NK,0.419,294,54913,2255,345949,3461,0.5353923478957624,0.6518301830616652,0.8213678375263463,0.16863037510283777,0.6103509815585961,81,77,82
+ye2026_sepsis,fivefold,fivefold,zs__raw,Cycling activated T (CD38/HLA-DR),0.441,168,43347,3191,298117,5877,0.38757007405356775,1.0703851172526222,0.3620846999894311,0.05262043358844776,0.5116002379535991,82,71,82
+ye2026_sepsis,fivefold,fivefold,zs__raw,Proliferating T (label),1.0,1369,43347,4793,298117,4793,3.158234710591275,1.6077580278883794,1.964371911573835,-0.018709084082318368,0.4821534800713861,82,81,82
+ye2026_sepsis,fivefold,fivefold,zs__raw,Plasmablast (label),1.0,678,123000,8423,589478,8423,0.551219512195122,1.4288913241885193,0.38576727485427537,0.33207920810711905,0.6716240333135038,78,60,82
+ye2026_sepsis,fivefold,fivefold,zs__raw,Plasmablast (markers),0.495,882,123000,15225,589478,26774,0.7170731707317073,2.5827935902612142,0.27763471825063074,0.3811116834700138,0.6403926234384295,82,79,82
+ye2026_sepsis,fivefold,fivefold,zs__raw,MS1 monocyte (IL1R2+),0.421,403,45474,12428,111269,18712,0.8862206975414523,11.169328384365816,0.07934413485254253,0.5701242298541624,0.8054729327781083,72,50,82
+ye2026_sepsis,fivefold,fivefold,zs__raw,Cycling monocyte (Ye 2026),0.421,103,45474,2622,111269,4601,0.22650305669173593,2.3564514824434477,0.09612039898944609,0.18385599076559556,0.5565139797739441,74,33,82
+ye2026_sepsis,fivefold,fivefold,zs__raw,ISG-high monocyte (positive control),0.421,8106,45474,11067,111269,21377,17.825570655759336,9.946166497407184,1.7922051335462958,0.4977872371569836,0.7198096371207614,75,75,82
+ye2026_sepsis,fivefold,fivefold,zs__raw,ISG-high T,0.441,1144,43347,4522,298117,10685,2.6391676471266754,1.5168541210330173,1.7398954919470655,0.3978977229737699,0.7055324211778703,72,65,82
+ye2026_sepsis,fivefold,fivefold,zs__raw,DN2 / ABC B,0.575,710,18316,2636,99729,4309,3.87639222537672,2.64316297165318,1.4665732937958837,0.11146060079023243,0.5809042236763831,81,81,82
+ye2026_sepsis,fivefold,fivefold,zs__raw,HSPC,0.495,72,123000,614,589478,741,0.05853658536585366,0.10415995168606801,0.5619874473663304,-0.030124417276417972,0.4738251041046996,71,30,82
+ye2026_sepsis,fivefold,fivefold,zs__raw,Cytotoxic CD4 T,0.619,85,15654,1737,140213,2091,0.5429922064648013,1.2388294951252736,0.43831068649999533,0.40327786461616566,0.6041046995835812,77,51,82
+ye2026_sepsis,fivefold,fivefold,zs__raw,Granulocyte-like (LDG),0.495,321,123000,6566,589478,14337,0.26097560975609757,1.113866844903457,0.23429695474840828,0.40409567162732285,0.7376561570493754,81,72,82
+ye2026_sepsis,fivefold,fivefold,zs__raw,Platelet signal in monocytes (negative control),0.421,1308,45474,11493,111269,23329,2.8763689141047633,10.329022459085639,0.27847445636780904,0.26962610217104577,0.6439619274241523,75,72,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,C1Q-high monocyte (reference),0.728,129,30651,6493,111269,6788,0.4208671821474014,5.835407885394854,0.07212301014994486,0.4314697279311906,0.7477691850089233,78,42,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,Cycling T/NK,0.991,424,68337,3438,345949,3461,0.6204545121969065,0.9937881017144146,0.6243328040721571,0.15862684511277864,0.5809042236763831,82,78,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,Cycling activated T (CD38/HLA-DR),0.997,392,60913,5870,298117,5877,0.6435407876807906,1.9690255839150401,0.32683211073430024,0.0585901574374605,0.5312314098750743,82,78,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,Proliferating T (label),1.0,700,60913,4793,298117,4793,1.1491799780014118,1.6077580278883794,0.7147717243935883,0.06753337215287114,0.5362879238548484,82,80,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,Plasmablast (label),1.0,1269,123000,8423,589478,8423,1.0317073170731708,1.4288913241885193,0.7220334392184004,0.38136952490935977,0.6963117192147531,78,73,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,Plasmablast (markers),0.984,1639,123000,26452,589478,26774,1.332520325203252,4.487360003257119,0.2969497263950411,0.5319661734658647,0.7620464009518144,82,81,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,MS1 monocyte (IL1R2+),0.728,2137,30651,16465,111269,18712,6.972040063945712,14.797472791163756,0.4711642428637567,0.6090423124299922,0.7891136228435455,76,54,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,Cycling monocyte (Ye 2026),0.728,171,30651,3761,111269,4601,0.5578937065674856,3.380096882330209,0.16505257866540163,0.23450242318688383,0.6177870315288518,74,36,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,ISG-high monocyte (positive control),0.728,3287,30651,17094,111269,21377,10.723956804019444,15.362769504534057,0.6980484085798757,0.5395869918770693,0.7792980368828079,79,73,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,ISG-high T,0.997,1790,60913,10651,298117,10685,2.938617372317896,3.5727583465552115,0.8225066145744946,0.45174926208880567,0.6805472932778108,80,70,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,DN2 / ABC B,1.0,205,19241,4309,99729,4309,1.065433189543163,4.320709121719861,0.24658757614284083,-0.08452560336262328,0.42980368828078525,81,60,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,HSPC,0.984,659,123000,740,589478,741,0.5357723577235772,0.12553479519167807,4.2679191606240385,0.1136558395771389,0.5345032718619869,75,66,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,Cytotoxic CD4 T,1.0,868,24978,2091,140213,2091,3.4750580510849547,1.4913025183114261,2.3302167121796975,0.5155125030687748,0.7061273051754908,79,78,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,Granulocyte-like (LDG),0.984,80,123000,14106,589478,14337,0.06504065040650407,2.392964622937582,0.027179946491085502,0.2896215640190855,0.6513979773944081,81,40,82
+ye2026_sepsis,fivefold,fivefold,zs__cal,Platelet signal in monocytes (negative control),0.728,1523,30651,18344,111269,23329,4.968842778375909,16.48617314795675,0.3013945525006046,0.21831737970206505,0.5517549077929804,78,70,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,C1Q-high monocyte (reference),0.698,899,27348,6432,111269,6788,3.287260494368875,5.780585787595826,0.5686725558891952,0.3779267151077352,0.7818559556786704,78,47,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,Cycling T/NK,1.0,106,71960,3461,345949,3461,0.1473040578098944,1.0004364805216954,0.14723979050931857,0.2441179885748376,0.5746579417013682,82,21,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,Cycling activated T (CD38/HLA-DR),0.993,128,65670,5852,298117,5877,0.19491396375818487,1.9629876860427282,0.0992945422653773,0.17713920748068054,0.5419393218322427,82,22,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,Proliferating T (label),1.0,425,65670,4793,298117,4793,0.6471752702908482,1.6077580278883794,0.4025327562138468,0.2725701979804018,0.6148126115407495,82,57,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,Plasmablast (label),1.0,1931,123000,8423,589478,8423,1.5699186991869918,1.4288913241885193,1.09869706156874,0.42627744864952405,0.7016656751933373,78,61,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,Plasmablast (markers),1.0,3231,123000,26774,589478,26774,2.626829268292683,4.541984603327012,0.578343939424305,0.36241711134895077,0.6567519333729923,82,64,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,MS1 monocyte (IL1R2+),0.698,396,27348,16190,111269,18712,1.44800351031154,14.550323989610764,0.09951692562622282,0.3171374080949005,0.6170360110803325,75,11,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,Cycling monocyte (Ye 2026),0.698,18,27348,3677,111269,4601,0.06581834137779728,3.3046041574922036,0.0199171635212568,0.15622433181058312,0.5308171745152355,75,11,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,ISG-high monocyte (positive control),0.698,152,27348,16589,111269,21377,0.5557993271902881,14.908914432591288,0.03727966443856542,0.4149256390212419,0.5789473684210527,79,6,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,ISG-high T,0.993,88,65670,10600,298117,10685,0.13400335008375208,3.555650969250328,0.037687430865016906,0.4414126799455358,0.573170731707317,80,6,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,DN2 / ABC B,1.0,3,14754,4309,99729,4309,0.020333468889792598,4.320709121719861,0.004706049011162975,-0.05537703128998392,0.48839976204640095,81,3,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,HSPC,1.0,3,123000,741,589478,741,0.0024390243902439024,0.12570443680680196,0.01940285046575162,0.0947079372180211,0.5121951219512195,75,3,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,Cytotoxic CD4 T,0.87,892,39109,1984,140213,2091,2.2808049298115525,1.414990050851205,1.611887608990258,0.3521284855459568,0.6734086853063652,79,72,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,Granulocyte-like (LDG),1.0,187,123000,14337,589478,14337,0.15203252032520326,2.4321518360312004,0.06250946921689347,0.011897745292975966,0.5324211778703153,81,10,82
+ye2026_sepsis,fivefold,fivefold,scsemi__raw,Platelet signal in monocytes (negative control),0.698,4323,27348,17675,111269,23329,15.807371654234313,15.884927517996926,0.9951176444667597,0.16642644796189385,0.5301246537396122,77,57,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,C1Q-high monocyte (reference),0.823,676,22723,6605,111269,6788,2.9749592923469614,5.9360648518455275,0.5011669121879698,0.2215166377941608,0.6772754312908983,78,63,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,Cycling T/NK,1.0,405,75578,3461,345949,3461,0.5358702267855725,1.0004364805216954,0.5356364319163306,0.3321315547445843,0.6606186793575253,82,72,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,Cycling activated T (CD38/HLA-DR),0.996,396,67850,5860,298117,5877,0.5836403831982314,1.9656711962082,0.2969165872319235,0.16758925498558291,0.5919095776323617,82,76,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,Proliferating T (label),1.0,846,67850,4793,298117,4793,1.2468680913780399,1.6077580278883794,0.7755321819264492,0.3863061258975033,0.7227840571088637,82,80,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,Plasmablast (label),1.0,1331,123000,8423,589478,8423,1.0821138211382113,1.4288913241885193,0.7573100926711511,0.1953379552172448,0.5925044616299822,78,76,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,Plasmablast (markers),0.957,1803,123000,25785,589478,26774,1.4658536585365853,4.374209045969485,0.3351128496904515,0.43118585229780504,0.6900654372397382,82,81,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,MS1 monocyte (IL1R2+),0.823,2507,22723,17427,111269,18712,11.032874180345905,15.662044235141863,0.7044338538893146,0.5811791569865273,0.8155859607376561,76,65,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,Cycling monocyte (Ye 2026),0.823,189,22723,4052,111269,4601,0.8317563701975972,3.6416252505190125,0.228402516178471,0.16175914383996362,0.5713860797144557,75,44,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,ISG-high monocyte (positive control),0.823,2332,22723,18629,111269,21377,10.262729393125907,16.742309178657127,0.6129817149840178,0.6522147816228607,0.8292682926829268,80,67,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,ISG-high T,0.996,1378,67850,10643,298117,10685,2.0309506263817245,3.5700748363897397,0.5688818076529555,0.6957522008912221,0.7906008328375966,80,62,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,DN2 / ABC B,0.934,249,19896,4074,99729,4309,1.2515078407720144,4.085070541166561,0.3063613781353761,0.42306252193776833,0.7471743010113028,81,74,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,HSPC,0.957,61,123000,735,589478,741,0.04959349593495935,0.12468658711605861,0.3977452353299043,0.05187654783461636,0.5591909577632361,74,30,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,Cytotoxic CD4 T,1.0,609,30246,2091,140213,2091,2.0134893870263837,1.4913025183114261,1.350154889637161,0.6921551991756923,0.8120166567519334,79,71,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,Granulocyte-like (LDG),0.957,196,123000,13687,589478,14337,0.15934959349593497,2.3218847862006724,0.0686294145355423,0.382641454830155,0.6549672813801308,81,49,82
+ye2026_sepsis,fivefold,fivefold,real_lora__raw,Platelet signal in monocytes (negative control),0.823,2308,22723,20114,111269,23329,10.157109536592879,18.07691270704329,0.5618829775415894,0.0875225174379438,0.5014872099940512,78,76,82
+imperial_eskd,fewpair,draw0,zs_raw,C1Q-high monocyte (reference),0.887,276,110851,3362,73410,3463,0.24898286889608573,4.579757526222585,0.05436595004658434,0.12663465241737096,0.5456122448979592,132,104,142
+imperial_eskd,fewpair,draw0,zs_raw,Cycling T/NK,0.854,584,81622,737,313991,841,0.715493371885031,0.23472010344245536,3.0482833016492914,0.16913212308170392,0.585102162269391,118,113,142
+imperial_eskd,fewpair,draw0,zs_raw,Cycling activated T (CD38/HLA-DR),0.845,407,61498,2531,243416,3062,0.6618101401671599,1.0397837447004306,0.6364882539665325,0.2628561052188417,0.6437214838325729,133,112,142
+imperial_eskd,fewpair,draw0,zs_raw,Proliferating T (label),1.0,1623,61498,2417,243416,2417,2.6391102149663404,0.9929503401584119,2.6578471331661015,0.4878281891457062,0.7450902598690736,134,132,142
+imperial_eskd,fewpair,draw0,zs_raw,Plasmablast (label),1.0,531,213000,5243,451540,5243,0.24929577464788732,1.161137440758294,0.21469962632940498,0.1838078085632956,0.5472128545923428,128,110,142
+imperial_eskd,fewpair,draw0,zs_raw,Plasmablast (markers),0.94,1070,213000,10890,451540,11422,0.5023474178403756,2.4117464676440625,0.20829196790784502,0.31323871047581375,0.626958936718905,140,139,142
+imperial_eskd,fewpair,draw0,zs_raw,MS1 monocyte (IL1R2+),0.887,1267,110851,1295,73410,1455,1.1429757061280457,1.7640648413022748,0.6479215952653269,0.5183792983131107,0.7571428571428571,84,77,142
+imperial_eskd,fewpair,draw0,zs_raw,Cycling monocyte (Ye 2026),0.887,187,110851,1087,73410,1203,0.16869491479553636,1.4807246969077783,0.11392726490469479,0.05789907330868063,0.4996938775510204,123,76,142
+imperial_eskd,fewpair,draw0,zs_raw,ISG-high monocyte (positive control),0.887,37399,110851,22142,73410,23735,33.73808084726345,30.162103255687235,1.1185586283974391,0.8504519862073131,0.9553061224489796,139,139,142
+imperial_eskd,fewpair,draw0,zs_raw,ISG-high T,0.845,3277,61498,26414,243416,31178,5.328628573286936,10.851381996253327,0.4910552937060699,0.7105743884562671,0.8938702638365403,130,112,142
+imperial_eskd,fewpair,draw0,zs_raw,DN2 / ABC B,1.0,916,13975,1923,47750,1923,6.554561717352415,4.027225130890052,1.6275627769296819,0.2754626281139903,0.6906367784169808,136,128,142
+imperial_eskd,fewpair,draw0,zs_raw,HSPC,0.94,162,213000,638,451540,646,0.07605633802816901,0.14129423749833903,0.5382833679191134,0.054105314630898134,0.5648680817298155,111,61,142
+imperial_eskd,fewpair,draw0,zs_raw,Cytotoxic CD4 T,0.9,172,16418,1334,109304,1407,1.0476306492873675,1.220449388860426,0.8583974549453255,0.1324476168161841,0.5574489795918367,119,72,142
+imperial_eskd,fewpair,draw0,zs_raw,Granulocyte-like (LDG),0.94,1038,213000,2770,451540,3027,0.48732394366197185,0.6134561722106568,0.7943908069354757,0.21938718731660437,0.6401507637373537,136,134,142
+imperial_eskd,fewpair,draw0,zs_raw,Platelet signal in monocytes (negative control),0.887,1976,110851,2289,73410,2701,1.7825730034009617,3.118103800572129,0.5716849461759047,0.0005463107385470112,0.48673469387755103,124,122,142
+imperial_eskd,fewpair,draw0,zs_cal,C1Q-high monocyte (reference),1.0,423,52279,3463,73410,3463,0.8091202968687236,4.7173409617218365,0.1715204186922697,0.09104720721865639,0.5537755102040817,132,107,142
+imperial_eskd,fewpair,draw0,zs_cal,Cycling T/NK,1.0,1089,143206,841,313991,841,0.7604429981983996,0.2678420719065196,2.8391469375423743,0.35539108684990894,0.6982741519539774,121,111,142
+imperial_eskd,fewpair,draw0,zs_cal,Cycling activated T (CD38/HLA-DR),1.0,976,123739,3062,243416,3062,0.7887569804184614,1.257928813225096,0.6270283120363821,0.021463965158559112,0.5031739734179727,133,122,142
+imperial_eskd,fewpair,draw0,zs_cal,Proliferating T (label),1.0,1611,123739,2417,243416,2417,1.301933909276784,0.9929503401584119,1.3111772629727667,0.48750962937000797,0.7624479269986114,134,132,142
+imperial_eskd,fewpair,draw0,zs_cal,Plasmablast (label),1.0,773,213000,5243,451540,5243,0.3629107981220657,1.161137440758294,0.3125476669541056,0.46912695521198333,0.70928387224757,128,108,142
+imperial_eskd,fewpair,draw0,zs_cal,Plasmablast (markers),1.0,1147,213000,11422,451540,11422,0.5384976525821596,2.529565487000044,0.21288148314388758,0.39890142018573416,0.6517556040468161,141,135,142
+imperial_eskd,fewpair,draw0,zs_cal,MS1 monocyte (IL1R2+),1.0,2901,52279,1455,73410,1455,5.549073241645785,1.9820187985288107,2.799707674702523,0.5836244193398092,0.778469387755102,88,69,142
+imperial_eskd,fewpair,draw0,zs_cal,Cycling monocyte (Ye 2026),1.0,169,52279,1203,73410,1203,0.32326555595937184,1.6387413158970168,0.197264542501891,0.3481331971429372,0.6410204081632653,126,50,142
+imperial_eskd,fewpair,draw0,zs_cal,ISG-high monocyte (positive control),1.0,19344,52279,23735,73410,23735,37.001472866734254,32.33210734232394,1.1444188426993729,0.8702303157935889,0.9713265306122449,139,135,142
+imperial_eskd,fewpair,draw0,zs_cal,ISG-high T,1.0,11234,123739,31178,243416,31178,9.07878680125102,12.808525322904,0.7088081236812234,0.8153657292620429,0.9276929180718112,132,110,142
+imperial_eskd,fewpair,draw0,zs_cal,DN2 / ABC B,1.0,252,12193,1923,47750,1923,2.066759616173214,4.027225130890052,0.513196940573432,-0.04240939880403145,0.44028962507439,136,90,142
+imperial_eskd,fewpair,draw0,zs_cal,HSPC,1.0,305,213000,646,451540,646,0.1431924882629108,0.1430659520751207,1.0008844605299496,0.21968650170376625,0.5838127355683396,113,65,142
+imperial_eskd,fewpair,draw0,zs_cal,Cytotoxic CD4 T,1.0,1269,21954,1407,109304,1407,5.7802678327411865,1.287235599795067,4.490450569935626,0.1477268315459266,0.5910204081632653,122,118,142
+imperial_eskd,fewpair,draw0,zs_cal,Granulocyte-like (LDG),1.0,148,213000,3027,451540,3027,0.06948356807511737,0.6703725029897684,0.1036491917034638,0.2257159013749999,0.6189248165046618,137,73,142
+imperial_eskd,fewpair,draw0,zs_cal,Platelet signal in monocytes (negative control),1.0,1503,52279,2701,73410,2701,2.8749593527037627,3.679335240430459,0.7813801039688383,0.04046783837060568,0.5135714285714286,126,120,142
+imperial_eskd,fewpair,draw0,scsemi5,C1Q-high monocyte (reference),0.786,1098,42198,3260,73410,3463,2.602019053035689,4.440811878490669,0.5859331861452453,0.23789133859844735,0.6284394034866625,131,81,142
+imperial_eskd,fewpair,draw0,scsemi5,Cycling T/NK,0.996,36,144198,838,313991,841,0.024965672200724005,0.26688663050851774,0.09354410954627126,0.16804034501581255,0.5492957746478874,121,18,142
+imperial_eskd,fewpair,draw0,scsemi5,Cycling activated T (CD38/HLA-DR),0.903,22,120269,2733,243416,3062,0.01829232803132977,1.122769250994183,0.016292152653033905,-0.025257919461095565,0.48780003967466773,133,10,142
+imperial_eskd,fewpair,draw0,scsemi5,Proliferating T (label),1.0,356,120269,2417,243416,2417,0.29600312632515446,0.9929503401584119,0.2981046627950509,0.19991733048119906,0.5967070025788535,134,56,142
+imperial_eskd,fewpair,draw0,scsemi5,Plasmablast (label),1.0,312,213000,5243,451540,5243,0.14647887323943662,1.161137440758294,0.1261511928715148,0.0936206360766915,0.5349137075976989,128,82,142
+imperial_eskd,fewpair,draw0,scsemi5,Plasmablast (markers),0.951,498,213000,10983,451540,11422,0.23380281690140844,2.4323426495991494,0.09612248378736409,0.06702209778943856,0.5400714144019044,141,90,142
+imperial_eskd,fewpair,draw0,scsemi5,MS1 monocyte (IL1R2+),0.786,0,42198,1139,73410,1455,0.0,1.5515597330064024,0.0,,0.5,84,0,142
+imperial_eskd,fewpair,draw0,scsemi5,Cycling monocyte (Ye 2026),0.786,1,42198,977,73410,1203,0.0023697805583202994,1.3308813513145348,0.001780609936400135,-0.0828153433365782,0.4927536231884058,123,1,142
+imperial_eskd,fewpair,draw0,scsemi5,ISG-high monocyte (positive control),0.786,5172,42198,20767,73410,23735,12.25650504763259,28.289061435771693,0.43325951535932417,0.7730098084629445,0.8405797101449275,139,47,142
+imperial_eskd,fewpair,draw0,scsemi5,ISG-high T,0.903,2393,120269,28137,243416,31178,1.9897064081350972,11.55922371577875,0.17213149057917077,0.7123755815413165,0.7641341003769093,132,39,142
+imperial_eskd,fewpair,draw0,scsemi5,DN2 / ABC B,0.954,2,10621,1813,47750,1923,0.018830618585820545,3.7968586387434553,0.004959525854787265,0.03900521865595812,0.5000991866693116,136,2,142
+imperial_eskd,fewpair,draw0,scsemi5,HSPC,0.951,9,213000,635,451540,646,0.004225352112676056,0.14062984453204588,0.03004591327492514,-0.00706057230062886,0.49990081333068836,110,4,142
+imperial_eskd,fewpair,draw0,scsemi5,Cytotoxic CD4 T,0.731,2342,48878,1156,109304,1407,4.791521748025697,1.0576008197321232,4.530557899188588,-0.03002273084979844,0.4844290657439446,119,93,142
+imperial_eskd,fewpair,draw0,scsemi5,Granulocyte-like (LDG),0.951,11,213000,2802,451540,3027,0.005164319248826291,0.6205430305177836,0.008322258078568963,0.1561599498838624,0.5217218805792502,137,7,142
+imperial_eskd,fewpair,draw0,scsemi5,Platelet signal in monocytes (negative control),0.786,728,42198,2018,73410,2701,1.725200246457178,2.748944285519684,0.6275864722121974,0.1860208075336064,0.5399075824406637,119,24,142
+imperial_eskd,fewpair,draw0,lora5,C1Q-high monocyte (reference),0.725,751,37979,3203,73410,3463,1.9774085678927829,4.363165781228715,0.45320500458635404,-0.005812546834134972,0.4872448979591837,132,117,142
+imperial_eskd,fewpair,draw0,lora5,Cycling T/NK,0.883,80,148665,752,313991,841,0.053812262469310194,0.23949731043246464,0.2246883790558667,0.2373731190723143,0.6103947629438603,120,44,142
+imperial_eskd,fewpair,draw0,lora5,Cycling activated T (CD38/HLA-DR),0.842,132,119110,2538,243416,3062,0.11082192930904206,1.0426594800670457,0.10628774919105509,0.10064577116578756,0.5633802816901409,132,67,142
+imperial_eskd,fewpair,draw0,lora5,Proliferating T (label),1.0,1577,119110,2417,243416,2417,1.3239862312148434,0.9929503401584119,1.333386150009898,0.47354526498120947,0.7411227930966078,134,126,142
+imperial_eskd,fewpair,draw0,lora5,Plasmablast (label),1.0,662,213000,5243,451540,5243,0.3107981220657277,1.161137440758294,0.2676669541055859,0.281941821548998,0.64173775044634,128,114,142
+imperial_eskd,fewpair,draw0,lora5,Plasmablast (markers),0.858,1460,213000,10252,451540,11422,0.6854460093896714,2.2704522301457235,0.30189845013637556,0.21461225139780252,0.586193215631819,140,140,142
+imperial_eskd,fewpair,draw0,lora5,MS1 monocyte (IL1R2+),0.725,43,37979,1032,73410,1455,0.11322046394059875,1.4058030241111565,0.08053792885542009,0.45048737334740147,0.6402040816326531,75,23,142
+imperial_eskd,fewpair,draw0,lora5,Cycling monocyte (Ye 2026),0.725,24,37979,911,73410,1203,0.06319281708312488,1.2409753439585887,0.05092189574173653,0.0014394281857756691,0.509795918367347,120,18,142
+imperial_eskd,fewpair,draw0,lora5,ISG-high monocyte (positive control),0.725,8304,37979,19706,73410,23735,21.86471471076121,26.843754256913225,0.814517764598082,0.8501159185231268,0.9644897959183674,137,131,142
+imperial_eskd,fewpair,draw0,lora5,ISG-high T,0.842,9596,119110,26121,243416,31178,8.056418436739149,10.731011930193578,0.7507603652989153,0.8149928249986105,0.9265026780400714,130,92,142
+imperial_eskd,fewpair,draw0,lora5,DN2 / ABC B,1.0,141,14445,1923,47750,1923,0.9761163032191069,4.027225130890052,0.24237937326423484,0.11249480454722256,0.5516762547113668,136,76,142
+imperial_eskd,fewpair,draw0,lora5,HSPC,0.858,216,213000,618,451540,646,0.10140845070422536,0.13686495105638483,0.7409380555175714,-0.06188769545168043,0.459829398928784,110,72,142
+imperial_eskd,fewpair,draw0,lora5,Cytotoxic CD4 T,0.848,1426,29843,1257,109304,1407,4.778339979224609,1.1500036595184073,4.155065020597984,0.10486540167982121,0.5770408163265306,118,117,142
+imperial_eskd,fewpair,draw0,lora5,Granulocyte-like (LDG),0.858,33,213000,2428,451540,3027,0.015492957746478873,0.53771537405324,0.02881256235932896,0.1236821912712131,0.5067446935131918,133,27,142
+imperial_eskd,fewpair,draw0,lora5,Platelet signal in monocytes (negative control),0.725,542,37979,1802,73410,2701,1.4271044524605703,2.4547064432638606,0.5813747938686485,0.11465624349819661,0.5566326530612244,119,86,142
+imperial_eskd,fewpair,draw1,zs_raw,C1Q-high monocyte (reference),0.924,294,111479,4338,82394,4445,0.2637268005633348,5.264946476685195,0.05009106963027987,0.1963611204076156,0.5917476691132711,134,106,143
+imperial_eskd,fewpair,draw1,zs_raw,Cycling T/NK,0.891,596,82499,787,329589,859,0.722432999187869,0.23878224091216638,3.0254888153663346,0.18552712346544523,0.5471136679230312,115,109,143
+imperial_eskd,fewpair,draw1,zs_raw,Cycling activated T (CD38/HLA-DR),0.877,410,62594,2684,254911,3120,0.6550148576540883,1.0529165081145968,0.6220957242155787,0.27055855631383374,0.6112874429676651,135,115,143
+imperial_eskd,fewpair,draw1,zs_raw,Proliferating T (label),1.0,1534,62594,2402,254911,2402,2.450714125954564,0.9422896618819901,2.600807612661132,0.5095025910276455,0.7384447530251934,136,134,143
+imperial_eskd,fewpair,draw1,zs_raw,Plasmablast (label),1.0,509,214500,5102,477707,5102,0.2372960372960373,1.0680186809069157,0.22218341452092924,0.1361800459102136,0.5362031342987502,128,112,143
+imperial_eskd,fewpair,draw1,zs_raw,Plasmablast (markers),0.971,1060,214500,11182,477707,11425,0.49417249417249415,2.3407653645435382,0.21111577506140194,0.2866553994555912,0.5973021225947233,141,140,143
+imperial_eskd,fewpair,draw1,zs_raw,MS1 monocyte (IL1R2+),0.924,1248,111479,1302,82394,1416,1.1194933574933394,1.5802121513702454,0.7084449746336883,0.47739478173326455,0.7289228327712756,84,77,143
+imperial_eskd,fewpair,draw1,zs_raw,Cycling monocyte (Ye 2026),0.924,184,111479,1131,82394,1225,0.16505350783555647,1.3726727674345218,0.12024242904158126,-0.07821921170613601,0.4199563578655029,128,79,143
+imperial_eskd,fewpair,draw1,zs_raw,ISG-high monocyte (positive control),0.924,35901,111479,23787,82394,24796,32.20427165654518,28.869820618006166,1.1154995412912025,0.8190976153733405,0.9416782384447531,140,140,143
+imperial_eskd,fewpair,draw1,zs_raw,ISG-high T,0.877,3095,62594,27843,254911,31750,4.944563376681471,10.92263574345556,0.4526895790371908,0.7226040091701362,0.8803808768101568,132,112,143
+imperial_eskd,fewpair,draw1,zs_raw,DN2 / ABC B,1.0,926,13898,1861,47329,1861,6.662829184055259,3.932050117264257,1.6944924366047895,0.2579858305295816,0.6899424717317992,135,128,143
+imperial_eskd,fewpair,draw1,zs_raw,HSPC,0.971,169,214500,701,477707,706,0.07878787878787878,0.1467426686232356,0.5369118575195607,0.06748501834142465,0.5811346954969252,114,65,143
+imperial_eskd,fewpair,draw1,zs_raw,Cytotoxic CD4 T,0.931,185,16776,1381,113172,1433,1.1027658559847402,1.2202664970133956,0.90370903297252,0.11271451428992146,0.5513786947034318,125,77,143
+imperial_eskd,fewpair,draw1,zs_raw,Granulocyte-like (LDG),0.971,1069,214500,3245,477707,3385,0.4983682983682984,0.6792866757238224,0.7336641747569328,0.25829628649755665,0.6293394167823845,140,138,143
+imperial_eskd,fewpair,draw1,zs_raw,Platelet signal in monocytes (negative control),0.924,2004,111479,2770,82394,3055,1.7976479875133433,3.361895283637158,0.5347126652822182,0.0412915960674279,0.4812537195000992,125,123,143
+imperial_eskd,fewpair,draw1,zs_cal,C1Q-high monocyte (reference),1.0,353,41369,4445,82394,4445,0.8532959462399381,5.394810301720999,0.15816977771539587,0.29243298503389725,0.6412418170997818,135,99,143
+imperial_eskd,fewpair,draw1,zs_cal,Cycling T/NK,1.0,1229,148554,859,329589,859,0.8273085881228375,0.2606276301696962,3.1742934837115,0.40296212336879755,0.7275342194009126,121,112,143
+imperial_eskd,fewpair,draw1,zs_cal,Cycling activated T (CD38/HLA-DR),1.0,1190,133285,3120,254911,3120,0.8928236485726075,1.223956596616074,0.729456952183628,0.1483273599711809,0.5609998016266614,136,124,143
+imperial_eskd,fewpair,draw1,zs_cal,Proliferating T (label),1.0,2011,133285,2402,254911,2402,1.5087969388903477,0.9422896618819901,1.6012028996231367,0.4463955009472824,0.7277325927395358,136,135,143
+imperial_eskd,fewpair,draw1,zs_cal,Plasmablast (label),1.0,909,214500,5102,477707,5102,0.42377622377622376,1.0680186809069157,0.3967872766198913,0.3729317461879702,0.6454076572108709,128,110,143
+imperial_eskd,fewpair,draw1,zs_cal,Plasmablast (markers),1.0,1308,214500,11425,477707,11425,0.6097902097902098,2.3916333652217783,0.254968097810286,0.4137483914902523,0.6716921245784566,141,133,143
+imperial_eskd,fewpair,draw1,zs_cal,MS1 monocyte (IL1R2+),1.0,1770,41369,1416,82394,1416,4.278566076047282,1.7185717406607277,2.489605743431072,0.5163271922072711,0.7389406863717516,89,58,143
+imperial_eskd,fewpair,draw1,zs_cal,Cycling monocyte (Ye 2026),1.0,153,41369,1225,82394,1225,0.3698421523362905,1.4867587445687793,0.24875734122119442,0.3061867430901013,0.5896938775510204,128,44,143
+imperial_eskd,fewpair,draw1,zs_cal,ISG-high monocyte (positive control),1.0,13943,41369,24796,82394,24796,33.7039812419928,30.094424351287714,1.1199410511585557,0.8445895608495837,0.9404879984130133,140,136,143
+imperial_eskd,fewpair,draw1,zs_cal,ISG-high T,1.0,10255,133285,31750,254911,31750,7.6940390891698245,12.455327545692418,0.6177307711053132,0.7871463529810012,0.9066653441777425,132,103,143
+imperial_eskd,fewpair,draw1,zs_cal,DN2 / ABC B,1.0,331,19388,1861,47329,1861,1.707241592737776,3.932050117264257,0.43418612220680386,0.12578970898495057,0.5502876413410037,135,104,143
+imperial_eskd,fewpair,draw1,zs_cal,HSPC,1.0,369,214500,706,477707,706,0.17202797202797201,0.1477893353038578,1.1640080231383347,0.2406045052339589,0.6097004562586789,114,74,143
+imperial_eskd,fewpair,draw1,zs_cal,Cytotoxic CD4 T,1.0,1439,30015,1433,113172,1433,4.794269531900716,1.266214257943661,3.786301964160976,0.24261767618343333,0.6170402697877405,125,125,143
+imperial_eskd,fewpair,draw1,zs_cal,Granulocyte-like (LDG),1.0,94,214500,3385,477707,3385,0.04382284382284382,0.7085933427812445,0.06184484270038185,0.2132072312621351,0.6058321761555246,140,49,143
+imperial_eskd,fewpair,draw1,zs_cal,Platelet signal in monocytes (negative control),1.0,1208,41369,3055,82394,3055,2.920060915178032,3.7077942568633637,0.7875466417190794,-0.08358380217356758,0.45923427891291413,126,118,143
+imperial_eskd,fewpair,draw1,scsemi5,C1Q-high monocyte (reference),0.919,115,28329,4362,82394,4445,0.4059444385611917,5.294074811272665,0.07667901437599915,-0.0020681733387410204,0.49543741321166435,135,46,143
+imperial_eskd,fewpair,draw1,scsemi5,Cycling T/NK,1.0,16,155152,859,329589,859,0.010312467773538208,0.2606276301696962,0.039567822363360705,0.027580690229904812,0.5016861733782979,121,10,143
+imperial_eskd,fewpair,draw1,scsemi5,Cycling activated T (CD38/HLA-DR),1.0,14,141467,3120,254911,3120,0.009896300904097776,1.223956596616074,0.008085499871039962,0.0038230664460032963,0.48740329299742113,136,8,143
+imperial_eskd,fewpair,draw1,scsemi5,Proliferating T (label),1.0,666,141467,2402,254911,2402,0.4707811715806513,0.9422896618819901,0.4996140683963173,0.163714402716411,0.5863915889704424,136,93,143
+imperial_eskd,fewpair,draw1,scsemi5,Plasmablast (label),1.0,1039,214500,5102,477707,5102,0.48438228438228437,1.0680186809069157,0.45353353180205397,0.31727752737502035,0.6627653243404087,128,92,143
+imperial_eskd,fewpair,draw1,scsemi5,Plasmablast (markers),1.0,1770,214500,11425,477707,11425,0.8251748251748252,2.3916333652217783,0.3450256369451118,0.2768251414671904,0.61218012299147,141,114,143
+imperial_eskd,fewpair,draw1,scsemi5,MS1 monocyte (IL1R2+),0.919,12,28329,1304,82394,1416,0.04235941967595044,1.5826395125858679,0.02676504620230261,0.1690016324211404,0.5211267605633803,87,3,143
+imperial_eskd,fewpair,draw1,scsemi5,Cycling monocyte (Ye 2026),0.919,6,28329,1145,82394,1225,0.02117970983797522,1.3896642959438794,0.015240882204280612,0.12585954827646303,0.5140845070422535,128,2,143
+imperial_eskd,fewpair,draw1,scsemi5,ISG-high monocyte (positive control),0.919,6880,28329,23681,82394,24796,24.286067280878253,28.741170473578173,0.8449922839156635,0.788249771782067,0.8345566355881769,140,49,143
+imperial_eskd,fewpair,draw1,scsemi5,ISG-high T,1.0,11226,141467,31750,254911,31750,7.935419567814402,12.455327545692418,0.6371104684885471,0.7087754721683452,0.7704820472128546,132,39,143
+imperial_eskd,fewpair,draw1,scsemi5,DN2 / ABC B,1.0,51,20533,1861,47329,1861,0.24838065553012223,3.932050117264257,0.06316823237821147,0.05589056433816335,0.49980162666137673,135,14,143
+imperial_eskd,fewpair,draw1,scsemi5,HSPC,1.0,25,214500,706,477707,706,0.011655011655011656,0.1477893353038578,0.0788623321909441,0.09055951144615003,0.5143820670501884,114,9,143
+imperial_eskd,fewpair,draw1,scsemi5,Cytotoxic CD4 T,0.849,1863,59810,1276,113172,1433,3.1148637351613444,1.1274873643657441,2.762659550436361,0.01986311447949069,0.4889795918367347,124,118,143
+imperial_eskd,fewpair,draw1,scsemi5,Granulocyte-like (LDG),1.0,0,214500,3385,477707,3385,0.0,0.7085933427812445,0.0,,0.5,140,0,143
+imperial_eskd,fewpair,draw1,scsemi5,Platelet signal in monocytes (negative control),0.919,27,28329,2766,82394,3055,0.09530869427088849,3.357040561205913,0.028390688921748324,0.033618624015515006,0.48541955961118827,125,8,143
+imperial_eskd,fewpair,draw1,lora5,C1Q-high monocyte (reference),0.646,71,30234,3975,82394,4445,0.23483495402526958,4.824380416049713,0.048676707426309584,-0.0033835433311790336,0.5021821067248562,133,42,143
+imperial_eskd,fewpair,draw1,lora5,Cycling T/NK,0.98,105,152126,841,329589,859,0.06902173198532795,0.25516628285531373,0.27049707043177473,0.28603005966159856,0.6566157508430867,121,54,143
+imperial_eskd,fewpair,draw1,lora5,Cycling activated T (CD38/HLA-DR),0.919,157,135735,2828,254911,3120,0.1156665561572181,1.1094068125738004,0.10425982141652271,-0.014771092063207054,0.48432850624876017,136,73,143
+imperial_eskd,fewpair,draw1,lora5,Proliferating T (label),1.0,1453,135735,2402,254911,2402,1.0704681916970569,0.9422896618819901,1.1360287977255974,0.45212592976685195,0.7006546320174568,136,131,143
+imperial_eskd,fewpair,draw1,lora5,Plasmablast (label),1.0,1632,214500,5102,477707,5102,0.7608391608391608,1.0680186809069157,0.7123837573637652,0.3430823465870107,0.6547312041261655,128,116,143
+imperial_eskd,fewpair,draw1,lora5,Plasmablast (markers),0.933,2786,214500,10838,477707,11425,1.2988344988344989,2.268754696916729,0.572487850096634,0.3654568977021082,0.6638563777028368,140,140,143
+imperial_eskd,fewpair,draw1,lora5,MS1 monocyte (IL1R2+),0.646,112,30234,878,82394,1416,0.3704438711384534,1.065611573658276,0.3476349922389719,0.31105905485479907,0.5705217218805793,74,23,143
+imperial_eskd,fewpair,draw1,lora5,Cycling monocyte (Ye 2026),0.646,70,30234,832,82394,1225,0.23152741946153338,1.0097822656989586,0.2292844975854998,0.09452784162051704,0.5633802816901409,124,34,143
+imperial_eskd,fewpair,draw1,lora5,ISG-high monocyte (positive control),0.646,6765,30234,19291,82394,24796,22.37547132367533,23.41311260528679,0.9556811903182341,0.8261162047466861,0.9283872247569926,139,137,143
+imperial_eskd,fewpair,draw1,lora5,ISG-high T,0.919,10774,135735,29240,254911,31750,7.937525325081961,11.470670155466026,0.6919844453289903,0.7219685224234718,0.8658996230906566,132,108,143
+imperial_eskd,fewpair,draw1,lora5,DN2 / ABC B,1.0,396,22541,1861,47329,1861,1.756798722328202,3.932050117264257,0.4467895041863056,-0.0017135182776040535,0.502777226740726,135,107,143
+imperial_eskd,fewpair,draw1,lora5,HSPC,0.933,402,214500,692,477707,706,0.1874125874125874,0.14485866859811558,1.2937616314321516,0.2484579770203978,0.6110890696290419,113,97,143
+imperial_eskd,fewpair,draw1,lora5,Cytotoxic CD4 T,1.0,994,46631,1433,113172,1433,2.131629173725633,1.266214257943661,1.6834664120647407,0.24913798931162381,0.640349137075977,125,119,143
+imperial_eskd,fewpair,draw1,lora5,Granulocyte-like (LDG),0.933,10,214500,3061,477707,3385,0.004662004662004662,0.6407693418769246,0.0072756362661622375,0.10079824841968815,0.5277722674072605,140,8,143
+imperial_eskd,fewpair,draw1,lora5,Platelet signal in monocytes (negative control),0.646,364,30234,1793,82394,3055,1.2039425811999735,2.176129329805568,0.553249554017795,-0.008729630045061137,0.4904081632653061,118,82,143
+imperial_eskd,fewpair,draw2,zs_raw,C1Q-high monocyte (reference),0.891,281,107932,4170,79930,4313,0.26034910869806915,5.217064931815338,0.0499033675257474,0.15958268323961816,0.5786734693877551,135,105,142
+imperial_eskd,fewpair,draw2,zs_raw,Cycling T/NK,0.871,601,84186,755,333927,857,0.7138954220416697,0.22609732067188337,3.157469623789518,0.23700490202741745,0.5980956159492165,115,109,142
+imperial_eskd,fewpair,draw2,zs_raw,Cycling activated T (CD38/HLA-DR),0.865,417,64162,2709,263408,3213,0.6499173965898819,1.0284425681831988,0.6319433060204784,0.24550836678918536,0.6210077365602064,137,117,142
+imperial_eskd,fewpair,draw2,zs_raw,Proliferating T (label),1.0,1560,64162,2392,263408,2392,2.431345656307472,0.9080969446637915,2.6774075946347766,0.5037009718770876,0.7356675262844674,136,134,142
+imperial_eskd,fewpair,draw2,zs_raw,Plasmablast (label),1.0,521,213000,5096,480410,5096,0.24460093896713614,1.0607606003205596,0.23059014342465042,0.18628057818833452,0.5511803213648085,127,110,142
+imperial_eskd,fewpair,draw2,zs_raw,Plasmablast (markers),0.944,1057,213000,11149,480410,11655,0.4962441314553991,2.3207260465019464,0.21383141375234394,0.33959442335248896,0.6452092838722475,140,139,142
+imperial_eskd,fewpair,draw2,zs_raw,MS1 monocyte (IL1R2+),0.891,1166,107932,1224,79930,1385,1.0803098247044436,1.531339922432128,0.7054670285018478,0.48014585188204056,0.718469387755102,81,71,142
+imperial_eskd,fewpair,draw2,zs_raw,Cycling monocyte (Ye 2026),0.891,184,107932,1092,79930,1202,0.17047770818663602,1.366195420993369,0.12478281332745254,-0.0542600538048286,0.42928571428571427,124,75,142
+imperial_eskd,fewpair,draw2,zs_raw,ISG-high monocyte (positive control),0.891,34651,107932,21888,79930,23382,32.10447318682133,27.383960965845116,1.1723823747362156,0.8111032630089232,0.9475510204081633,138,138,142
+imperial_eskd,fewpair,draw2,zs_raw,ISG-high T,0.865,3052,64162,27339,263408,31538,4.756709578878464,10.378955840369313,0.45830328715505997,0.7315903436496612,0.8653045030747868,133,113,142
+imperial_eskd,fewpair,draw2,zs_raw,DN2 / ABC B,1.0,952,14430,1897,48946,1897,6.597366597366597,3.87569975074572,1.702238826962074,0.25536077952899666,0.6919262051180322,135,128,142
+imperial_eskd,fewpair,draw2,zs_raw,HSPC,0.944,167,213000,670,480410,678,0.0784037558685446,0.13946420765596054,0.5621783336836942,0.0534118447870637,0.5448323745288634,110,63,142
+imperial_eskd,fewpair,draw2,zs_raw,Cytotoxic CD4 T,0.921,190,17247,1339,119362,1419,1.1016408650779845,1.1217975570114442,0.9820317919151484,0.13207192593930075,0.5575510204081633,123,78,142
+imperial_eskd,fewpair,draw2,zs_raw,Granulocyte-like (LDG),0.944,1044,213000,3057,480410,3309,0.49014084507042255,0.6363314668720468,0.7702602662096228,0.23640617912040554,0.6196191231898432,137,135,142
+imperial_eskd,fewpair,draw2,zs_raw,Platelet signal in monocytes (negative control),0.891,1953,107932,2376,79930,2787,1.8094726309157618,2.9726010258976605,0.6087169502908116,0.027354100038306822,0.5006122448979592,124,122,142
+imperial_eskd,fewpair,draw2,zs_cal,C1Q-high monocyte (reference),1.0,325,40684,4313,79930,4313,0.798839838757251,5.39597147504066,0.14804374753505,0.25101979901813604,0.6672448979591836,135,99,142
+imperial_eskd,fewpair,draw2,zs_cal,Cycling T/NK,1.0,1007,150378,857,333927,857,0.6696458258521858,0.25664291896132985,2.6092511282303716,0.3109528437843963,0.6530450307478675,119,106,142
+imperial_eskd,fewpair,draw2,zs_cal,Cycling activated T (CD38/HLA-DR),1.0,965,129937,3213,263408,3213,0.742667600452527,1.2197807204033286,0.6088533685029544,0.16685314108898283,0.5588176949018052,137,122,142
+imperial_eskd,fewpair,draw2,zs_cal,Proliferating T (label),1.0,1673,129937,2392,263408,2392,1.2875470420280597,0.9080969446637915,1.417851970094177,0.4299809294410262,0.708986312239635,136,133,142
+imperial_eskd,fewpair,draw2,zs_cal,Plasmablast (label),1.0,927,213000,5096,480410,5096,0.4352112676056338,1.0607606003205596,0.41028227054635497,0.38094907944136897,0.6533425907558024,127,97,142
+imperial_eskd,fewpair,draw2,zs_cal,Plasmablast (markers),1.0,1318,213000,11655,480410,11655,0.6187793427230047,2.4260527466122688,0.2550560137602391,0.39427765987010877,0.6350922436024599,140,129,142
+imperial_eskd,fewpair,draw2,zs_cal,MS1 monocyte (IL1R2+),1.0,1827,40684,1385,79930,1385,4.490708878183069,1.7327661703990993,2.5916415930192973,0.5435062169649764,0.7435714285714285,87,60,142
+imperial_eskd,fewpair,draw2,zs_cal,Cycling monocyte (Ye 2026),1.0,148,40684,1202,79930,1202,0.36377937272637895,1.5038158388590017,0.24190420351097727,0.2588190334063004,0.6008163265306122,126,45,142
+imperial_eskd,fewpair,draw2,zs_cal,ISG-high monocyte (positive control),1.0,13440,40684,23382,79930,23382,33.03509979353063,29.253096459401977,1.1292855728752471,0.8140385166001312,0.9459183673469388,139,134,142
+imperial_eskd,fewpair,draw2,zs_cal,ISG-high T,1.0,9137,129937,31538,263408,31538,7.03186929050232,11.973060803012817,0.587307573743622,0.8755172705036518,0.946439198571712,133,99,142
+imperial_eskd,fewpair,draw2,zs_cal,DN2 / ABC B,1.0,397,17174,1897,48946,1897,2.311633865144987,3.87569975074572,0.5964429687052532,0.06999158206906887,0.5407657210870859,135,103,142
+imperial_eskd,fewpair,draw2,zs_cal,HSPC,1.0,307,213000,678,480410,678,0.14413145539906103,0.14112945192647947,1.021271275638096,0.141460758446175,0.5939297758381273,111,60,142
+imperial_eskd,fewpair,draw2,zs_cal,Cytotoxic CD4 T,1.0,1349,19817,1419,119362,1419,6.807286673058485,1.1888205626581323,5.726084227410902,0.23623862906766513,0.621938775510204,124,123,142
+imperial_eskd,fewpair,draw2,zs_cal,Granulocyte-like (LDG),1.0,113,213000,3309,480410,3309,0.053051643192488264,0.6887866613933932,0.07702187943820878,0.07144756849044205,0.5491965879785757,138,58,142
+imperial_eskd,fewpair,draw2,zs_cal,Platelet signal in monocytes (negative control),1.0,1297,40684,2787,79930,2787,3.187985448825091,3.486800950831978,0.9143009577487963,0.019887550978489488,0.4980612244897959,125,119,142
+imperial_eskd,fewpair,draw2,scsemi5,C1Q-high monocyte (reference),0.611,219,42127,3753,79930,4313,0.5198566240178508,4.6953584386338045,0.11071713284771334,0.07460873643671893,0.5244897959183673,133,59,142
+imperial_eskd,fewpair,draw2,scsemi5,Cycling T/NK,0.775,2,146627,687,333927,857,0.001364005265060323,0.20573358847891904,0.006629959041423559,0.008537308612888062,0.5000991866693116,113,1,142
+imperial_eskd,fewpair,draw2,scsemi5,Cycling activated T (CD38/HLA-DR),0.708,6,107232,2110,263408,3213,0.005595344673231871,0.8010386928263379,0.006985111609889387,-0.06590175131894183,0.48601467962705813,132,4,142
+imperial_eskd,fewpair,draw2,scsemi5,Proliferating T (label),1.0,400,107232,2392,263408,2392,0.37302297821545805,0.9080969446637915,0.4107744006930492,0.3286947833863242,0.6771473913905971,136,84,142
+imperial_eskd,fewpair,draw2,scsemi5,Plasmablast (label),1.0,1381,213000,5096,480410,5096,0.6483568075117371,1.0607606003205596,0.611218787081463,0.305518484018466,0.6426304304701448,127,60,142
+imperial_eskd,fewpair,draw2,scsemi5,Plasmablast (markers),0.738,1630,213000,9361,480410,11655,0.7652582159624414,1.948543952040965,0.39273336131878694,0.2089298395914546,0.5943265225153739,139,80,142
+imperial_eskd,fewpair,draw2,scsemi5,MS1 monocyte (IL1R2+),0.611,56,42127,807,79930,1385,0.13293137417808057,1.0096334292505942,0.13166300790649293,0.33923460663537375,,63,5,142
+imperial_eskd,fewpair,draw2,scsemi5,Cycling monocyte (Ye 2026),0.611,64,42127,784,79930,1202,0.15192157048923494,0.9808582509695984,0.15488636644393555,0.12435047593367199,0.5218367346938776,116,6,142
+imperial_eskd,fewpair,draw2,scsemi5,ISG-high monocyte (positive control),0.611,8331,42127,17377,79930,23382,19.77591568352838,21.740272738646315,0.909644323291951,0.7520608138072368,0.8142857142857143,137,44,142
+imperial_eskd,fewpair,draw2,scsemi5,ISG-high T,0.708,6667,107232,21857,263408,31538,6.217360489406148,8.297773795784487,0.7492805470986387,0.707698523735933,0.7696885538583614,125,40,142
+imperial_eskd,fewpair,draw2,scsemi5,DN2 / ABC B,0.734,12,10682,1279,48946,1897,0.11233851338700618,2.613083806644057,0.04299078089320097,0.04036471625968711,0.5075510204081632,127,7,142
+imperial_eskd,fewpair,draw2,scsemi5,HSPC,0.738,13,213000,627,480410,678,0.006103286384976526,0.13051351970192127,0.04676363336852588,0.0041288779857938974,0.5073398135290617,106,5,142
+imperial_eskd,fewpair,draw2,scsemi5,Cytotoxic CD4 T,0.573,1910,36478,1031,119362,1419,5.236032677230111,0.8637589852716945,6.061913990490209,0.2432844531573235,0.6388775510204082,115,99,142
+imperial_eskd,fewpair,draw2,scsemi5,Granulocyte-like (LDG),0.738,1,213000,2102,480410,3309,0.00046948356807511736,0.4375429320788493,0.0010730000044670179,0.14280483424194487,0.5070422535211268,133,1,142
+imperial_eskd,fewpair,draw2,scsemi5,Platelet signal in monocytes (negative control),0.611,76,42127,1518,79930,2787,0.18040686495596647,1.8991617665457274,0.09499289009176812,0.24818772397208302,0.5806122448979592,113,35,142
+imperial_eskd,fewpair,draw2,lora5,C1Q-high monocyte (reference),0.564,286,38483,3662,79930,4313,0.7431853026011486,4.581508820217691,0.16221409403853032,0.18595567953669084,0.5791836734693877,131,95,142
+imperial_eskd,fewpair,draw2,lora5,Cycling T/NK,0.868,137,142442,759,333927,857,0.09617949762008396,0.22729518727146952,0.4231479723554911,0.3529574628120449,0.6342987502479667,117,58,142
+imperial_eskd,fewpair,draw2,lora5,Cycling activated T (CD38/HLA-DR),0.859,148,119146,2688,263408,3213,0.1242173467846172,1.0204701451740266,0.1217256059592353,0.15613290009207492,0.5632810950208292,137,66,142
+imperial_eskd,fewpair,draw2,lora5,Proliferating T (label),1.0,1443,119146,2392,263408,2392,1.2111191311500176,0.9080969446637915,1.3336892479011866,0.5369021615267816,0.7657210870858957,136,128,142
+imperial_eskd,fewpair,draw2,lora5,Plasmablast (label),1.0,3120,213000,5096,480410,5096,1.4647887323943662,1.0607606003205596,1.3808853118712272,0.19541355412347666,0.592640349137076,127,116,142
+imperial_eskd,fewpair,draw2,lora5,Plasmablast (markers),0.797,3774,213000,9926,480410,11655,1.771830985915493,2.0661518286463645,0.8575512028447129,0.30512789120795253,0.621106923229518,139,139,142
+imperial_eskd,fewpair,draw2,lora5,MS1 monocyte (IL1R2+),0.564,150,38483,753,79930,1385,0.38978250136423875,0.9420743150256474,0.41374920762342104,0.5305360251745832,,65,29,142
+imperial_eskd,fewpair,draw2,lora5,Cycling monocyte (Ye 2026),0.564,90,38483,686,79930,1202,0.23386950081854324,0.8582509695983986,0.27249546939396735,0.17391173771581483,0.5546938775510204,114,29,142
+imperial_eskd,fewpair,draw2,lora5,ISG-high monocyte (positive control),0.564,10374,38483,16376,79930,23382,26.957357794350752,20.487926936069062,1.3157679582941229,0.7440707503065974,0.9231632653061225,136,127,142
+imperial_eskd,fewpair,draw2,lora5,ISG-high T,0.859,10519,119146,27202,263408,31538,8.828663992076947,10.326945271214237,0.8549153462337346,0.7724493034699663,0.9070620908549891,132,113,142
+imperial_eskd,fewpair,draw2,lora5,DN2 / ABC B,0.783,406,21483,1381,48946,1897,1.8898664059954382,2.8214767294569527,0.6698146351039299,-0.039582339120554186,0.45487006546320174,133,104,142
+imperial_eskd,fewpair,draw2,lora5,HSPC,0.797,484,213000,645,480410,678,0.2272300469483568,0.13426031931058888,1.6924587109218618,0.2243944107077986,0.6293394167823845,109,91,142
+imperial_eskd,fewpair,draw2,lora5,Cytotoxic CD4 T,0.933,910,37792,1371,119362,1419,2.407917019475021,1.1486067592701195,2.096380680368909,0.29389676111847846,0.6386734693877552,124,122,142
+imperial_eskd,fewpair,draw2,lora5,Granulocyte-like (LDG),0.797,12,213000,2398,480410,3309,0.005633802816901409,0.49915697008804977,0.011286635576595521,0.08895448590858575,0.5140845070422535,133,12,142
+imperial_eskd,fewpair,draw2,lora5,Platelet signal in monocytes (negative control),0.564,750,38483,1380,79930,2787,1.9489125068211939,1.7265106968597523,1.1288157729725943,0.038418669275439084,0.5266326530612245,111,88,142
+imperial_eskd,fewpair,draw3,zs_raw,C1Q-high monocyte (reference),0.956,300,113933,3842,80972,3881,0.2633126486619329,4.744850071629699,0.055494408608677846,0.18303281349760087,0.5788001543209876,134,105,145
+imperial_eskd,fewpair,draw3,zs_raw,Cycling T/NK,0.888,609,83049,742,331069,830,0.7333020265144674,0.22412246389725404,3.2718809786538845,0.1498153979209347,0.5706018518518519,115,109,145
+imperial_eskd,fewpair,draw3,zs_raw,Cycling activated T (CD38/HLA-DR),0.875,419,62845,2739,256865,3198,0.6667197072161668,1.0663188834601833,0.6252535874190606,0.24138337411557703,0.6194058641975309,136,116,145
+imperial_eskd,fewpair,draw3,zs_raw,Proliferating T (label),1.0,1612,62845,2349,256865,2349,2.565040973824489,0.9144881552566523,2.804892506349201,0.4721944206772003,0.7203896604938271,137,135,145
+imperial_eskd,fewpair,draw3,zs_raw,Plasmablast (label),1.0,523,217500,5182,479793,5182,0.24045977011494252,1.0800491045096532,0.2226378125873381,0.15629053104426277,0.544945987654321,130,112,145
+imperial_eskd,fewpair,draw3,zs_raw,Plasmablast (markers),0.977,1066,217500,11509,479793,11771,0.4901149425287356,2.398742791162022,0.20432159059926114,0.3441316733115458,0.6358989197530864,143,142,145
+imperial_eskd,fewpair,draw3,zs_raw,MS1 monocyte (IL1R2+),0.956,1361,113933,1444,80972,1506,1.1945617160963022,1.783332510003458,0.6698480005245829,0.494325306963565,0.759741512345679,91,82,145
+imperial_eskd,fewpair,draw3,zs_raw,Cycling monocyte (Ye 2026),0.956,197,113933,1274,80972,1329,0.1729086392880026,1.5733833917897544,0.10989606232675155,-0.0030774617071498587,0.4816743827160494,131,81,145
+imperial_eskd,fewpair,draw3,zs_raw,ISG-high monocyte (positive control),0.956,37449,113933,22628,80972,23216,32.86931793246908,27.94546262905696,1.1761951615820605,0.8198927677628777,0.9432870370370371,143,143,145
+imperial_eskd,fewpair,draw3,zs_raw,ISG-high T,0.875,3240,62845,26685,256865,30443,5.155541411409022,10.38872559515699,0.49626312334329337,0.7329205875759872,0.8792438271604939,134,114,145
+imperial_eskd,fewpair,draw3,zs_raw,DN2 / ABC B,1.0,921,13860,1943,48793,1943,6.645021645021645,3.9821285840181995,1.6687109682220336,0.27724697081384536,0.6999421296296297,138,131,145
+imperial_eskd,fewpair,draw3,zs_raw,HSPC,0.977,175,217500,768,479793,771,0.08045977011494253,0.1600690297690879,0.5026566989942529,0.022461685178344883,0.5435956790123457,114,64,145
+imperial_eskd,fewpair,draw3,zs_raw,Cytotoxic CD4 T,0.914,186,16393,1390,112942,1483,1.1346306350271458,1.2307201926652618,0.9219241236060137,0.11868027674766,0.543245387819877,123,76,145
+imperial_eskd,fewpair,draw3,zs_raw,Granulocyte-like (LDG),0.977,1112,217500,3086,479793,3200,0.511264367816092,0.643194044098184,0.7948835542047511,0.22318838750850378,0.6100501543209876,140,139,145
+imperial_eskd,fewpair,draw3,zs_raw,Platelet signal in monocytes (negative control),0.956,2074,113933,3019,80972,3181,1.8203681110828294,3.72844934051277,0.4882373192798902,0.05607447455464118,0.5162037037037037,129,127,145
+imperial_eskd,fewpair,draw3,zs_cal,C1Q-high monocyte (reference),1.0,313,36375,3881,80972,3881,0.8604810996563574,4.793014869337549,0.17952815151088528,0.17701828528558755,0.6277970679012346,134,99,145
+imperial_eskd,fewpair,draw3,zs_cal,Cycling T/NK,1.0,1492,162587,830,331069,830,0.9176625437458099,0.25070302565326263,3.66035687584797,0.31276667559721383,0.6674382716049383,121,117,145
+imperial_eskd,fewpair,draw3,zs_cal,Cycling activated T (CD38/HLA-DR),1.0,1414,140739,3198,256865,3198,1.004696637037353,1.2450119712689545,0.8069774911588482,0.1422465006889478,0.5655864197530864,136,133,145
+imperial_eskd,fewpair,draw3,zs_cal,Proliferating T (label),1.0,2255,140739,2349,256865,2349,1.602256659490262,0.9144881552566523,1.7520802760322103,0.44131431522933007,0.7201003086419753,137,135,145
+imperial_eskd,fewpair,draw3,zs_cal,Plasmablast (label),1.0,881,217500,5182,479793,5182,0.4050574712643678,1.0800491045096532,0.37503616231251413,0.34118516032451546,0.6591435185185185,130,106,145
+imperial_eskd,fewpair,draw3,zs_cal,Plasmablast (markers),1.0,1252,217500,11771,479793,11771,0.5756321839080459,2.4533496737134555,0.23463112090204155,0.4094333741588975,0.6664737654320988,143,133,145
+imperial_eskd,fewpair,draw3,zs_cal,MS1 monocyte (IL1R2+),1.0,1939,36375,1506,80972,1506,5.330584192439862,1.8599021884108087,2.866056196747945,0.5614824339533129,0.7659143518518519,94,65,145
+imperial_eskd,fewpair,draw3,zs_cal,Cycling monocyte (Ye 2026),1.0,145,36375,1329,80972,1329,0.39862542955326463,1.6413081065059527,0.2428705664543788,0.32125374594696987,0.6108217592592593,131,46,145
+imperial_eskd,fewpair,draw3,zs_cal,ISG-high monocyte (positive control),1.0,12921,36375,23216,80972,23216,35.521649484536084,28.67163957911377,1.2389123888963884,0.8111168950460381,0.9295910493827161,143,136,145
+imperial_eskd,fewpair,draw3,zs_cal,ISG-high T,1.0,12170,140739,30443,256865,30443,8.647212215519508,11.851750919743834,0.7296147441905917,0.8490509128769936,0.9297839506172839,134,110,145
+imperial_eskd,fewpair,draw3,zs_cal,DN2 / ABC B,1.0,230,13799,1943,48793,1943,1.6667874483658236,3.9821285840181995,0.4185669581477799,-0.00793891385035355,0.5538194444444444,138,97,145
+imperial_eskd,fewpair,draw3,zs_cal,HSPC,1.0,325,217500,771,479793,771,0.14942528735632185,0.16069429941662342,0.9298729817970394,0.11090272869738607,0.5501543209876543,115,68,145
+imperial_eskd,fewpair,draw3,zs_cal,Cytotoxic CD4 T,1.0,1555,29564,1483,112942,1483,5.259775402516574,1.3130633422464628,4.005728614369703,0.13758538969448222,0.574489188653045,124,123,145
+imperial_eskd,fewpair,draw3,zs_cal,Granulocyte-like (LDG),1.0,88,217500,3200,479793,3200,0.04045977011494253,0.666954290704533,0.060663482758620685,0.13304268250369589,0.5168788580246914,140,47,145
+imperial_eskd,fewpair,draw3,zs_cal,Platelet signal in monocytes (negative control),1.0,1047,36375,3181,80972,3181,2.8783505154639175,3.928518500222299,0.7326809114685455,-0.06500573796663237,0.46633873456790126,129,122,145
+imperial_eskd,fewpair,draw3,scsemi5,C1Q-high monocyte (reference),1.0,1706,34942,3881,80972,3881,4.882376509644554,4.793014869337549,1.0186441400127255,0.19608905632382026,0.6089069629041857,134,69,145
+imperial_eskd,fewpair,draw3,scsemi5,Cycling T/NK,1.0,21,164572,830,331069,830,0.012760372359818195,0.25070302565326263,0.05089835803364638,0.0589135171264926,0.5142746913580247,121,12,145
+imperial_eskd,fewpair,draw3,scsemi5,Cycling activated T (CD38/HLA-DR),1.0,11,126366,3198,256865,3198,0.008704873146257695,1.2450119712689545,0.00699179875144929,-0.20580254831541586,0.4654706790123457,136,7,145
+imperial_eskd,fewpair,draw3,scsemi5,Proliferating T (label),1.0,401,126366,2349,256865,2349,0.3173321937863033,0.9144881552566523,0.347005253115874,0.210500114931063,0.6045524691358025,137,86,145
+imperial_eskd,fewpair,draw3,scsemi5,Plasmablast (label),1.0,1238,217500,5182,479793,5182,0.5691954022988506,1.0800491045096532,0.527008818323374,0.37197012177376115,0.6828703703703703,130,76,145
+imperial_eskd,fewpair,draw3,scsemi5,Plasmablast (markers),1.0,2115,217500,11771,479793,11771,0.9724137931034482,2.4533496737134555,0.39636167788164367,0.3462521471959071,0.6728395061728395,143,98,145
+imperial_eskd,fewpair,draw3,scsemi5,MS1 monocyte (IL1R2+),1.0,9,34942,1506,80972,1506,0.025756968690973613,1.8599021884108087,0.013848560882108335,0.2081725684625368,0.5140845070422535,94,2,145
+imperial_eskd,fewpair,draw3,scsemi5,Cycling monocyte (Ye 2026),1.0,2,34942,1329,80972,1329,0.005723770820216359,1.6413081065059527,0.0034873225797935215,-0.15740679378326602,0.4859154929577465,131,2,145
+imperial_eskd,fewpair,draw3,scsemi5,ISG-high monocyte (positive control),1.0,4588,34942,23216,80972,23216,13.130330261576326,28.67163957911377,0.45795533336507505,0.7039964916782874,0.8037095814322555,143,46,145
+imperial_eskd,fewpair,draw3,scsemi5,ISG-high T,1.0,4125,126366,30443,256865,30443,3.264327429846636,11.851750919743834,0.27542997249533757,0.6967208430142436,0.7527970679012346,134,38,145
+imperial_eskd,fewpair,draw3,scsemi5,DN2 / ABC B,1.0,1,10390,1943,48793,1943,0.009624639076034648,3.9821285840181995,0.0024169583861912433,-0.07115699437381154,0.49295774647887325,138,1,145
+imperial_eskd,fewpair,draw3,scsemi5,HSPC,1.0,1,217500,771,479793,771,0.0004597701149425287,0.16069429941662342,0.002861147636298582,0.0519941769782494,0.5069444444444444,115,1,145
+imperial_eskd,fewpair,draw3,scsemi5,Cytotoxic CD4 T,0.901,1715,75116,1394,112942,1483,2.2831354172213643,1.234261833507464,1.8497982804290913,-0.12052051138758278,0.43394167823844476,123,115,145
+imperial_eskd,fewpair,draw3,scsemi5,Granulocyte-like (LDG),1.0,6,217500,3200,479793,3200,0.002758620689655172,0.666954290704533,0.004136146551724137,0.11186596564904577,0.5138888888888888,140,2,145
+imperial_eskd,fewpair,draw3,scsemi5,Platelet signal in monocytes (negative control),1.0,41,34942,3181,80972,3181,0.11733730181443534,3.928518500222299,0.029868079228288144,0.1255459901740126,0.5290616941083118,129,10,145
+imperial_eskd,fewpair,draw3,lora5,C1Q-high monocyte (reference),1.0,1420,45600,3881,80972,3881,3.1140350877192984,4.793014869337549,0.6497027805277171,0.06819748847882717,0.5528549382716049,134,125,145
+imperial_eskd,fewpair,draw3,lora5,Cycling T/NK,1.0,143,151118,830,331069,830,0.0946280390158684,0.25070302565326263,0.377450725890898,0.07651845086792435,0.5201581790123457,121,56,145
+imperial_eskd,fewpair,draw3,lora5,Cycling activated T (CD38/HLA-DR),1.0,128,111389,3198,256865,3198,0.11491260357845029,1.2450119712689545,0.09229839248961424,0.08803416907328264,0.5452353395061729,136,65,145
+imperial_eskd,fewpair,draw3,lora5,Proliferating T (label),1.0,1046,111389,2349,256865,2349,0.9390514323676485,0.9144881552566523,1.026860136973674,0.4611798629707871,0.7366898148148148,137,124,145
+imperial_eskd,fewpair,draw3,lora5,Plasmablast (label),1.0,1722,217500,5182,479793,5182,0.7917241379310345,1.0800491045096532,0.7330445760523828,0.2932474665846837,0.6410108024691358,130,108,145
+imperial_eskd,fewpair,draw3,lora5,Plasmablast (markers),1.0,2476,217500,11771,479793,11771,1.1383908045977011,2.4533496737134555,0.4640149004420566,0.4184250375078553,0.6813271604938271,143,142,145
+imperial_eskd,fewpair,draw3,lora5,MS1 monocyte (IL1R2+),1.0,393,45600,1506,80972,1506,0.8618421052631579,1.8599021884108087,0.46338033829593905,0.5240368276757059,0.7202932098765432,94,36,145
+imperial_eskd,fewpair,draw3,lora5,Cycling monocyte (Ye 2026),1.0,43,45600,1329,80972,1329,0.09429824561403509,1.6413081065059527,0.05745310416749171,0.1461650744386063,0.5543981481481481,131,21,145
+imperial_eskd,fewpair,draw3,lora5,ISG-high monocyte (positive control),1.0,10701,45600,23216,80972,23216,23.467105263157894,28.67163957911377,0.8184779666473212,0.8523920083007647,0.9423225308641975,143,141,145
+imperial_eskd,fewpair,draw3,lora5,ISG-high T,1.0,4596,111389,30443,256865,30443,4.126080672238731,11.851750919743834,0.3481410215401247,0.8085999641562333,0.8980516975308642,134,115,145
+imperial_eskd,fewpair,draw3,lora5,DN2 / ABC B,1.0,167,14730,1943,48793,1943,1.1337406653088935,3.9821285840181995,0.28470719651269605,0.0007565554369409319,0.5243055555555556,138,74,145
+imperial_eskd,fewpair,draw3,lora5,HSPC,1.0,416,217500,771,479793,771,0.19126436781609196,0.16069429941662342,1.1902374167002103,0.1762649368436965,0.6168981481481481,115,92,145
+imperial_eskd,fewpair,draw3,lora5,Cytotoxic CD4 T,1.0,1162,41512,1483,112942,1483,2.799190595490461,1.3130633422464628,2.1318016469041376,0.18056421464975758,0.5742908153144217,124,118,145
+imperial_eskd,fewpair,draw3,lora5,Granulocyte-like (LDG),1.0,38,217500,3200,479793,3200,0.01747126436781609,0.666954290704533,0.026195594827586204,0.16959032843735777,0.5446566358024691,140,29,145
+imperial_eskd,fewpair,draw3,lora5,Platelet signal in monocytes (negative control),1.0,189,45600,3181,80972,3181,0.4144736842105263,3.928518500222299,0.1055038137626367,0.02633631568937078,0.5388695987654321,129,62,145
+imperial_eskd,fewpair,draw4,zs_raw,C1Q-high monocyte (reference),0.927,304,114161,4378,83203,4452,0.26629058960590746,5.261829501340096,0.050607985214664954,0.17544104893538864,0.5685379884943463,133,105,143
+imperial_eskd,fewpair,draw4,zs_raw,Cycling T/NK,0.854,583,79326,761,327863,875,0.7349418853843632,0.2321091431482052,3.1663633556869053,0.14835330312310777,0.5718111485816306,111,106,143
+imperial_eskd,fewpair,draw4,zs_raw,Cycling activated T (CD38/HLA-DR),0.846,406,60373,2502,256992,3021,0.6724860450863797,0.9735711617482257,0.6907415415621058,0.28379385913585625,0.6228922832771275,131,110,143
+imperial_eskd,fewpair,draw4,zs_raw,Proliferating T (label),1.0,1553,60373,2306,256992,2306,2.5723419409338613,0.8973041962395717,2.8667445797245223,0.464432112876374,0.7509422733584606,135,133,143
+imperial_eskd,fewpair,draw4,zs_raw,Plasmablast (label),1.0,554,214500,5227,477903,5227,0.25827505827505826,1.0937365950831026,0.23614009025220042,0.21290060528742513,0.5720095219202539,128,114,143
+imperial_eskd,fewpair,draw4,zs_raw,Plasmablast (markers),0.951,1107,214500,11288,477903,11745,0.5160839160839161,2.3619855912183016,0.21849579354026555,0.3330801902179046,0.6356873636183297,141,141,143
+imperial_eskd,fewpair,draw4,zs_raw,MS1 monocyte (IL1R2+),0.927,1342,114161,1234,83203,1361,1.1755328001681835,1.4831195990529187,0.7926082299221505,0.4465539532186158,0.7228724459432653,88,81,143
+imperial_eskd,fewpair,draw4,zs_raw,Cycling monocyte (Ye 2026),0.927,209,114161,1204,83203,1286,0.18307478035406136,1.447063206855522,0.12651470888537347,0.012660820203045613,0.4583415988891093,128,84,143
+imperial_eskd,fewpair,draw4,zs_raw,ISG-high monocyte (positive control),0.927,38011,114161,23857,83203,24918,33.29595921549391,28.67324495510979,1.1612204781014963,0.8209664657359101,0.9412814917675064,140,140,143
+imperial_eskd,fewpair,draw4,zs_raw,ISG-high T,0.846,3077,60373,26101,256992,30895,5.096649164361552,10.15634727929274,0.5018191111634053,0.7068216388810346,0.8861337036302321,132,113,143
+imperial_eskd,fewpair,draw4,zs_raw,DN2 / ABC B,1.0,938,14237,1833,48248,1833,6.588466671349301,3.7991212070966673,1.7342080739730554,0.27600236862141614,0.6943066851815116,136,130,143
+imperial_eskd,fewpair,draw4,zs_raw,HSPC,0.951,172,214500,771,477903,780,0.08018648018648018,0.16132980960571497,0.49703449339247,0.002427221403082961,0.5375917476691132,115,65,143
+imperial_eskd,fewpair,draw4,zs_raw,Cytotoxic CD4 T,0.911,185,17098,1379,120294,1460,1.0819978944905837,1.1463580893477647,0.9438568145021774,0.05738414589434089,0.508629240230113,123,74,143
+imperial_eskd,fewpair,draw4,zs_raw,Granulocyte-like (LDG),0.951,1112,214500,3107,477903,3352,0.5184149184149184,0.6501319305382055,0.7973995647095099,0.2345874591009997,0.6341003769093434,137,135,143
+imperial_eskd,fewpair,draw4,zs_raw,Platelet signal in monocytes (negative control),0.927,2107,114161,2692,83203,2952,1.8456390536172598,3.2354602598463997,0.5704409590568977,0.05763161023127549,0.5198373338623289,127,126,143
+imperial_eskd,fewpair,draw4,zs_cal,C1Q-high monocyte (reference),1.0,422,45931,4452,83203,4452,0.9187694585356295,5.350768602093675,0.17170794083230004,0.13966346379892614,0.598492362626463,133,102,143
+imperial_eskd,fewpair,draw4,zs_cal,Cycling T/NK,1.0,1406,145440,875,327863,875,0.9667216721672167,0.2668797638037839,3.622311629734402,0.3009930146249315,0.6909343384249157,118,112,143
+imperial_eskd,fewpair,draw4,zs_cal,Cycling activated T (CD38/HLA-DR),1.0,1355,129042,3021,256992,3021,1.0500457215480232,1.1755229734777737,0.8932583583981117,0.156145961349514,0.5948224558619322,134,125,143
+imperial_eskd,fewpair,draw4,zs_cal,Proliferating T (label),1.0,2265,129042,2306,256992,2306,1.755242479192821,0.8973041962395717,1.956128686958896,0.41869809575155975,0.746379686570125,135,134,143
+imperial_eskd,fewpair,draw4,zs_cal,Plasmablast (label),1.0,1020,214500,5227,477903,5227,0.4755244755244755,1.0937365950831026,0.4347705632802247,0.44214255677504394,0.7020432453878199,128,116,143
+imperial_eskd,fewpair,draw4,zs_cal,Plasmablast (markers),1.0,1488,214500,11745,477903,11745,0.6937062937062937,2.457611691075386,0.2822684707374362,0.44318563878144346,0.6853798849434636,141,136,143
+imperial_eskd,fewpair,draw4,zs_cal,MS1 monocyte (IL1R2+),1.0,1837,45931,1361,83203,1361,3.999477477085193,1.6357583260218982,2.4450295703594365,0.5304736346043529,0.7538186867684983,93,56,143
+imperial_eskd,fewpair,draw4,zs_cal,Cycling monocyte (Ye 2026),1.0,188,45931,1286,83203,1286,0.40930961659881127,1.5456173455284064,0.2648195025650925,0.2571398016307508,0.5705217218805793,128,48,143
+imperial_eskd,fewpair,draw4,zs_cal,ISG-high monocyte (positive control),1.0,17496,45931,24918,83203,24918,38.091920489429796,29.94843935915772,1.271916711004907,0.8629794804193919,0.9603253322753422,140,139,143
+imperial_eskd,fewpair,draw4,zs_cal,ISG-high T,1.0,11842,129042,30895,256992,30895,9.17685714728538,12.021774996887062,0.7633529283039859,0.8251131955430403,0.9284864114263043,133,109,143
+imperial_eskd,fewpair,draw4,zs_cal,DN2 / ABC B,1.0,399,17963,1833,48248,1833,2.221232533541168,3.7991212070966673,0.5846700888068427,0.03712917180370659,0.5265820273755207,136,108,143
+imperial_eskd,fewpair,draw4,zs_cal,HSPC,1.0,334,214500,780,477903,780,0.15571095571095572,0.163213036955198,0.9540350367581139,0.10518601886207622,0.5651656417377504,116,72,143
+imperial_eskd,fewpair,draw4,zs_cal,Cytotoxic CD4 T,1.0,1418,26931,1460,120294,1460,5.265307638037949,1.2136931185262774,4.338252856233815,0.15003964403872377,0.6100972029359254,125,124,143
+imperial_eskd,fewpair,draw4,zs_cal,Granulocyte-like (LDG),1.0,135,214500,3352,477903,3352,0.06293706293706294,0.7013975639407997,0.08973094030074938,0.16029839249492517,0.5917476691132711,138,72,143
+imperial_eskd,fewpair,draw4,zs_cal,Platelet signal in monocytes (negative control),1.0,1233,45931,2952,83203,2952,2.6844614748209272,3.547948992223838,0.7566234691379594,0.07514931817726499,0.5462209878992264,127,120,143
+imperial_eskd,fewpair,draw4,scsemi5,C1Q-high monocyte (reference),0.675,309,27424,3990,83203,4452,1.1267502917152858,4.795500162253765,0.2349599110816715,0.3735946517607998,0.6969387755102041,132,57,143
+imperial_eskd,fewpair,draw4,scsemi5,Cycling T/NK,0.829,4,159952,734,327863,875,0.00250075022506752,0.22387399615083128,0.011170347016911613,0.1164708521135725,0.5070422535211268,112,1,143
+imperial_eskd,fewpair,draw4,scsemi5,Cycling activated T (CD38/HLA-DR),0.755,10,130945,2215,256992,3021,0.007636794073847799,0.8618945336819823,0.008860473962195456,-0.03634641287328068,0.48571711961912317,131,10,143
+imperial_eskd,fewpair,draw4,scsemi5,Proliferating T (label),1.0,805,130945,2306,256992,2306,0.6147619229447477,0.8973041962395717,0.6851209718188057,0.30706115191317435,0.6687165244991073,135,96,143
+imperial_eskd,fewpair,draw4,scsemi5,Plasmablast (label),1.0,676,214500,5227,477903,5227,0.3151515151515151,1.0937365950831026,0.2881420595857175,0.36907528199534423,0.6511604840309463,128,88,143
+imperial_eskd,fewpair,draw4,scsemi5,Plasmablast (markers),0.794,1001,214500,9932,477903,11745,0.4666666666666667,2.0782460038961883,0.22454832863471605,0.2454387476167461,0.6008728426899425,140,101,143
+imperial_eskd,fewpair,draw4,scsemi5,MS1 monocyte (IL1R2+),0.675,38,27424,888,83203,1361,0.13856476079346558,1.0672692090429432,0.1298311237871477,0.28950480742227697,0.5285714285714286,79,4,143
+imperial_eskd,fewpair,draw4,scsemi5,Cycling monocyte (Ye 2026),0.675,0,27424,942,83203,1286,0.0,1.1321707149982572,0.0,,0.5,125,0,143
+imperial_eskd,fewpair,draw4,scsemi5,ISG-high monocyte (positive control),0.675,5022,27424,19876,83203,24918,18.31242707117853,23.888561710515244,0.7665772135254917,0.8202342293401017,0.8894897959183673,139,56,143
+imperial_eskd,fewpair,draw4,scsemi5,ISG-high T,0.755,8526,130945,22948,256992,30895,6.5111306273626335,8.929460839247914,0.7291739943294309,0.7768206030309521,0.8498313826621702,129,53,143
+imperial_eskd,fewpair,draw4,scsemi5,DN2 / ABC B,0.804,65,19289,1361,48248,1833,0.3369796256934004,2.8208423147073454,0.11946063909224969,0.03558955526053648,0.48857142857142855,134,15,143
+imperial_eskd,fewpair,draw4,scsemi5,HSPC,0.794,7,214500,733,477903,780,0.0032634032634032634,0.15337840524123095,0.021276810501912824,-0.024265867079576214,0.5074390001983733,112,3,143
+imperial_eskd,fewpair,draw4,scsemi5,Cytotoxic CD4 T,0.618,3721,40726,1077,120294,1460,9.136669449491725,0.8953064990772607,10.205074417429504,0.014956681491742053,0.5140845070422535,112,108,143
+imperial_eskd,fewpair,draw4,scsemi5,Granulocyte-like (LDG),0.794,1,214500,2379,477903,3352,0.0004662004662004662,0.49779976271335397,0.0009365220739747852,-0.10368505495777725,0.49295774647887325,136,1,143
+imperial_eskd,fewpair,draw4,scsemi5,Platelet signal in monocytes (negative control),0.675,178,27424,1796,83203,2952,0.6490665110851809,2.1585760128841507,0.3006919873152578,0.24980360405126373,0.5992857142857143,118,38,143
+imperial_eskd,fewpair,draw4,lora5,C1Q-high monocyte (reference),0.645,118,36823,3940,83203,4452,0.32045189148086795,4.735406175258103,0.06767146884995598,0.12946926147267174,0.608807776234874,132,68,143
+imperial_eskd,fewpair,draw4,lora5,Cycling T/NK,0.724,111,136963,647,327863,875,0.0810437855479217,0.19733852249262648,0.41068405967694366,0.22601914465835546,0.6288434834358262,108,58,143
+imperial_eskd,fewpair,draw4,lora5,Cycling activated T (CD38/HLA-DR),0.706,166,108308,2013,256992,3021,0.15326661003803965,0.7832928651475533,0.19566961076451012,0.06683738293462073,0.5354096409442571,131,80,143
+imperial_eskd,fewpair,draw4,lora5,Proliferating T (label),1.0,2179,108308,2306,256992,2306,2.0118550799571593,0.8973041962395717,2.242110410704034,0.5078011350666316,0.7917079944455465,135,133,143
+imperial_eskd,fewpair,draw4,lora5,Plasmablast (label),1.0,1889,214500,5227,477903,5227,0.8806526806526807,1.0937365950831026,0.8051780333689651,0.43267639515795675,0.7157310057528268,128,123,143
+imperial_eskd,fewpair,draw4,lora5,Plasmablast (markers),0.737,2457,214500,9570,477903,11745,1.1454545454545455,2.002498414950314,0.5720127101738387,0.4090491183193002,0.667129537790121,139,138,143
+imperial_eskd,fewpair,draw4,lora5,MS1 monocyte (IL1R2+),0.645,376,36823,819,83203,1361,1.0211009423458164,0.9843395069889307,1.037346296776544,0.6016970841409249,0.7113667923031145,73,38,143
+imperial_eskd,fewpair,draw4,lora5,Cycling monocyte (Ye 2026),0.645,70,36823,873,83203,1286,0.1900985796920403,1.0492410129442449,0.18117722939423628,0.2071759894709474,0.5475104146002777,119,38,143
+imperial_eskd,fewpair,draw4,lora5,ISG-high monocyte (positive control),0.645,9356,36823,19282,83203,24918,25.408033022838985,23.174645145006792,1.0963720421114365,0.8064101732986944,0.9517952787145407,138,138,143
+imperial_eskd,fewpair,draw4,lora5,ISG-high T,0.706,4517,108308,21251,256992,30895,4.170513720131477,8.269129000124517,0.5043474010465524,0.7826006167690116,0.9226343979369173,126,104,143
+imperial_eskd,fewpair,draw4,lora5,DN2 / ABC B,0.939,709,30874,1694,48248,1833,2.296430653624409,3.5110263637871,0.6540624921845954,0.1551318055556382,0.5997817893275144,135,124,143
+imperial_eskd,fewpair,draw4,lora5,HSPC,0.737,566,214500,723,477903,780,0.26386946386946386,0.15128593040847202,1.744177156177156,0.17142150122014255,0.5901606824042849,115,66,143
+imperial_eskd,fewpair,draw4,lora5,Cytotoxic CD4 T,0.796,1483,18960,1250,120294,1460,7.821729957805907,1.0391208206560594,7.5272574683544295,0.14386804103759238,0.58202737552073,122,113,143
+imperial_eskd,fewpair,draw4,lora5,Granulocyte-like (LDG),0.737,27,214500,2064,477903,3352,0.012587412587412588,0.4318868054814471,0.029145165880631,0.12357714186096107,0.5159690537591748,134,20,143
+imperial_eskd,fewpair,draw4,lora5,Platelet signal in monocytes (negative control),0.645,919,36823,1722,83203,2952,2.495722781956929,2.069636912130572,1.2058746958604087,0.07688043247069293,0.5446340011902401,117,110,143
+imperial_eskd,fivefold,fivefold,zs__raw,C1Q-high monocyte (reference),0.927,299,123427,4462,86923,4556,0.2422484545520834,5.133278879007857,0.04719175798975963,0.17459551447355973,0.621137409598948,146,113,157
+imperial_eskd,fivefold,fivefold,zs__raw,Cycling T/NK,0.873,680,90054,803,356536,914,0.7551024940591201,0.2252226984091368,3.3526926876944265,0.2635462637186456,0.6348619329388561,126,122,157
+imperial_eskd,fivefold,fivefold,zs__raw,Cycling activated T (CD38/HLA-DR),0.861,471,68406,2833,278025,3384,0.6885360933251469,1.0189731139286036,0.6757156630664453,0.057545376784663795,0.5202169625246549,147,132,157
+imperial_eskd,fivefold,fivefold,zs__raw,Proliferating T (label),1.0,1855,68406,2555,278025,2555,2.711750431248721,0.9189821059257262,2.950819622888163,0.5439022509208854,0.7784352399737016,149,146,157
+imperial_eskd,fivefold,fivefold,zs__raw,Plasmablast (label),1.0,558,235500,5418,514260,5418,0.23694267515923567,1.0535526776338817,0.22489874515944727,0.3005439630918655,0.6313280736357659,141,126,157
+imperial_eskd,fivefold,fivefold,zs__raw,Plasmablast (markers),0.958,1123,235500,11939,514260,12336,0.47685774946921444,2.3215883016373042,0.20540151289223402,0.2700380260965416,0.6007560815253123,155,154,157
+imperial_eskd,fivefold,fivefold,zs__raw,MS1 monocyte (IL1R2+),0.927,1406,123427,1404,86923,1525,1.139134873244914,1.6152226683386446,0.7052494343808238,0.46241370070620236,0.7192636423405654,96,87,157
+imperial_eskd,fivefold,fivefold,zs__raw,Cycling monocyte (Ye 2026),0.927,220,123427,1293,86923,1379,0.17824301003832224,1.4875234402862303,0.11982534541037189,0.05251608010950964,0.5190664036817882,138,83,157
+imperial_eskd,fivefold,fivefold,zs__raw,ISG-high monocyte (positive control),0.927,40991,123427,25309,86923,26422,33.21072374764031,29.116574439446406,1.1406123277553988,0.8191174687640506,0.9483892176199868,154,154,157
+imperial_eskd,fivefold,fivefold,zs__raw,ISG-high T,0.861,3448,68406,28363,278025,32840,5.040493523959887,10.201600575487817,0.4940884998057143,0.7735434177291257,0.9082018408941486,145,126,157
+imperial_eskd,fivefold,fivefold,zs__raw,DN2 / ABC B,1.0,1022,15020,2040,51044,2040,6.804260985352863,3.996551994357809,1.7025328320409387,0.1903173431953498,0.6089743589743589,149,140,157
+imperial_eskd,fivefold,fivefold,zs__raw,HSPC,0.958,195,235500,818,514260,824,0.08280254777070063,0.1590635087309921,0.5205628143833804,0.13844779792455966,0.5458579881656804,126,84,157
+imperial_eskd,fivefold,fivefold,zs__raw,Cytotoxic CD4 T,0.915,216,17924,1490,124491,1576,1.2050881499665254,1.1968736695825402,1.006863281056931,0.15938291106748045,0.5629111148591668,136,88,157
+imperial_eskd,fivefold,fivefold,zs__raw,Granulocyte-like (LDG),0.958,1134,235500,3287,514260,3503,0.48152866242038217,0.6391708474312604,0.7533645571533488,0.2922976252872026,0.6264792899408284,152,149,157
+imperial_eskd,fivefold,fivefold,zs__raw,Platelet signal in monocytes (negative control),0.927,2275,123427,2919,86923,3218,1.8431947628962868,3.3581445647297032,0.5488729646290988,0.08669986088038002,0.5617192636423406,138,137,157
+imperial_eskd,fivefold,fivefold,zs__cal,C1Q-high monocyte (reference),1.0,444,51747,4556,86923,4556,0.8580207548263667,5.241420567628821,0.16370003966587418,0.17248485704161678,0.6502301117685733,146,110,157
+imperial_eskd,fivefold,fivefold,zs__cal,Cycling T/NK,1.0,1454,159859,914,356536,914,0.9095515422966489,0.2563555994345592,3.548007316020547,0.34712287389467744,0.6970742932281394,132,127,157
+imperial_eskd,fivefold,fivefold,zs__cal,Cycling activated T (CD38/HLA-DR),1.0,1352,140586,3384,278025,3384,0.9616889306189805,1.2171567305098463,0.7901110074921456,0.1540027759764202,0.5819362261669954,148,142,157
+imperial_eskd,fivefold,fivefold,zs__cal,Proliferating T (label),1.0,2186,140586,2555,278025,2555,1.5549201200688547,0.9189821059257262,1.692002608149289,0.4413380759394793,0.7201676528599605,149,148,157
+imperial_eskd,fivefold,fivefold,zs__cal,Plasmablast (label),1.0,993,235500,5418,514260,5418,0.42165605095541403,1.0535526776338817,0.4002230357407368,0.35944660900064024,0.6503122945430638,141,120,157
+imperial_eskd,fivefold,fivefold,zs__cal,Plasmablast (markers),1.0,1438,235500,12336,514260,12336,0.6106157112526539,2.3987866059969667,0.2545519095888374,0.4200651455902753,0.6756245890861275,155,150,157
+imperial_eskd,fivefold,fivefold,zs__cal,MS1 monocyte (IL1R2+),1.0,2301,51747,1525,86923,1525,4.446634587512319,1.7544263313507358,2.5345233983628415,0.5280226258231545,0.7416173570019724,100,74,157
+imperial_eskd,fivefold,fivefold,zs__cal,Cycling monocyte (Ye 2026),1.0,201,51747,1379,86923,1379,0.3884283146849093,1.5864615809394522,0.2448394082476894,0.32298479922483836,0.6258218277449047,140,55,157
+imperial_eskd,fivefold,fivefold,zs__cal,ISG-high monocyte (positive control),1.0,18603,51747,26422,86923,26422,35.94991013971824,30.397018050458453,1.1826788430378958,0.8669661420222328,0.9589086127547666,154,153,157
+imperial_eskd,fivefold,fivefold,zs__cal,ISG-high T,1.0,12048,140586,32840,278025,32840,8.569843369894585,11.811887420196026,0.7255270106318337,0.7991265843076237,0.9107495069033531,146,120,157
+imperial_eskd,fivefold,fivefold,zs__cal,DN2 / ABC B,1.0,360,18109,2040,51044,2040,1.9879617869567618,3.996551994357809,0.49741922281088696,0.13149614443174534,0.5838264299802761,149,113,157
+imperial_eskd,fivefold,fivefold,zs__cal,HSPC,1.0,376,235500,824,514260,824,0.15966029723991507,0.1602302337339089,0.9964430152742564,0.1681678531119848,0.5885930309007232,126,80,157
+imperial_eskd,fivefold,fivefold,zs__cal,Cytotoxic CD4 T,1.0,1497,30423,1576,124491,1576,4.9206192683167345,1.2659549686322706,3.886883333324991,0.22762723549146827,0.6207623545285883,136,135,157
+imperial_eskd,fivefold,fivefold,zs__cal,Granulocyte-like (LDG),1.0,147,235500,3503,514260,3503,0.062420382165605096,0.6811729475362657,0.09163661356689717,0.055175267406171895,0.5332018408941486,152,64,157
+imperial_eskd,fivefold,fivefold,zs__cal,Platelet signal in monocytes (negative control),1.0,1350,51747,3218,86923,3218,2.608846889674764,3.702127170024044,0.704688620855188,0.030073323307899743,0.5252301117685733,139,129,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,C1Q-high monocyte (reference),0.849,758,33258,4377,86923,4556,2.2791508809910397,5.035491181850603,0.4526173909718623,0.1652853952534351,0.5538033395176253,146,78,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,Cycling T/NK,1.0,15,165123,914,356536,914,0.009084137279482568,0.2563555994345592,0.03543568893957983,0.05388220364121112,0.5127383300460223,132,6,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,Cycling activated T (CD38/HLA-DR),0.954,14,132911,3227,278025,3384,0.010533364431837847,1.1606869885801636,0.00907511201165701,0.1083177670721337,0.506163708086785,147,11,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,Proliferating T (label),1.0,313,132911,2555,278025,2555,0.23549593336894614,0.9189821059257262,0.25625736545949607,0.2930324134311403,0.616370808678501,149,78,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,Plasmablast (label),1.0,1725,235500,5418,514260,5418,0.732484076433121,1.0535526776338817,0.6952514971326998,0.1307634728861428,0.5553911900065747,141,81,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,Plasmablast (markers),1.0,2412,235500,12336,514260,12336,1.024203821656051,2.3987866059969667,0.426967458920915,0.06605792301558389,0.5273668639053254,155,111,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,MS1 monocyte (IL1R2+),0.849,19,33258,1288,86923,1525,0.05712911179265139,1.481771222806392,0.038554610126961465,0.23486173105390193,0.5194805194805194,94,3,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,Cycling monocyte (Ye 2026),0.849,0,33258,1200,86923,1379,0.0,1.3805321951612346,0.0,,0.5,138,0,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,ISG-high monocyte (positive control),0.849,7742,33258,24211,86923,26422,23.27860965782669,27.853387480873877,0.835755064758692,0.711475030957371,0.8048574801821555,154,56,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,ISG-high T,0.954,8096,132911,31369,278025,32840,6.091294174297086,11.28279830950454,0.5398744183139237,0.6415351620527457,0.7560815253122946,145,50,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,DN2 / ABC B,0.995,22,25416,2024,51044,2040,0.08655964746616304,3.9652064885197085,0.021829795678176018,0.08645582475247415,0.5125739644970414,148,4,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,HSPC,1.0,2,235500,824,514260,824,0.0008492569002123143,0.1602302337339089,0.0053002288046503,-0.06667625777056681,0.5,126,1,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,Cytotoxic CD4 T,0.769,2079,53942,1351,124491,1576,3.8541396314560084,1.0852190118161151,3.5514855430021464,0.09316729056832726,0.5759175900277008,131,113,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,Granulocyte-like (LDG),1.0,2,235500,3503,514260,3503,0.0008492569002123143,0.6811729475362657,0.001246756647168669,-0.027570756635019386,0.5,152,2,157
+imperial_eskd,fivefold,fivefold,scsemi__raw,Platelet signal in monocytes (negative control),0.849,51,33258,2645,86923,3218,0.15334656323290638,3.0429230468345545,0.05039449268768969,0.1696120385960545,0.5391297014673638,133,18,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,C1Q-high monocyte (reference),0.76,402,34763,4234,86923,4556,1.1564019215832926,4.8709777619272225,0.2374065286485228,0.07010078081062726,0.5562952005259697,144,120,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,Cycling T/NK,0.868,140,165283,808,356536,914,0.08470320601634772,0.22662508133820988,0.3737591863891652,0.23452607268487624,0.589086127547666,128,63,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,Cycling activated T (CD38/HLA-DR),0.86,189,130658,2861,278025,3384,0.1446524514381056,1.0290441507058719,0.14056972321244077,0.1331944283450791,0.5491452991452992,146,93,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,Proliferating T (label),1.0,1744,130658,2555,278025,2555,1.3347824090373341,0.9189821059257262,1.452457453121741,0.5393789561346553,0.7733399079552926,149,148,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,Plasmablast (label),1.0,2418,235500,5418,514260,5418,1.026751592356688,1.0535526776338817,0.9745612290242716,0.3721451712199992,0.6682281393819856,141,136,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,Plasmablast (markers),0.856,3361,235500,11069,514260,12336,1.427176220806794,2.1524131762143663,0.6630586713452903,0.41691583857927056,0.6710223537146615,154,154,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,MS1 monocyte (IL1R2+),0.76,240,34763,1129,86923,1525,0.6903892069153985,1.2988507069475284,0.5315385388193727,0.4868379595846052,0.6761176857330703,87,39,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,Cycling monocyte (Ye 2026),0.76,33,34763,1076,86923,1379,0.0949285159508673,1.2378772016612405,0.07668653710034608,0.11605748802685101,0.5170940170940171,138,25,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,ISG-high monocyte (positive control),0.76,9172,34763,22678,86923,26422,26.384374190950147,26.089757601555398,1.0112924234059264,0.7980297566788652,0.9366370808678501,154,151,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,ISG-high T,0.86,9728,130658,28410,278025,32840,7.445391786189901,10.21850553007823,0.7286184622863242,0.7486829487534151,0.8978468113083498,142,130,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,DN2 / ABC B,0.914,213,25992,1842,51044,2040,0.8194829178208679,3.608651359611316,0.22708841507735278,0.29103547158906407,0.6456278763971072,147,100,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,HSPC,0.856,255,235500,785,514260,824,0.10828025477707007,0.15264652121494965,0.7093529149255547,0.09565133657491094,0.5589250493096647,121,78,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,Cytotoxic CD4 T,0.939,1160,42753,1508,124491,1576,2.7132598881949805,1.2113325461278326,2.2398967953665867,0.35301744866120194,0.7250801146905043,135,128,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,Granulocyte-like (LDG),0.856,29,235500,2754,514260,3503,0.012314225053078557,0.535526776338817,0.02299460194551989,0.03139520997796845,0.5019723865877712,151,22,157
+imperial_eskd,fivefold,fivefold,real_lora__raw,Platelet signal in monocytes (negative control),0.76,471,34763,2299,86923,3218,1.3548888185714696,2.6448695972297322,0.5122705557924656,0.26579063500017974,0.6321499013806706,132,108,157
+giroux2022,fewpair,draw0,zs_raw,C1Q-high monocyte (reference),0.893,16,5273,247,19384,254,0.30343258107339277,1.2742468014857615,0.238127010183265,-0.5688312786486196,0.32,11,8,11
+giroux2022,fewpair,draw0,zs_raw,Cycling T/NK,1.0,32,8632,535,70071,535,0.3707136237256719,0.7635112956858044,0.4855378379080664,0.4054680223446026,0.68,11,9,11
+giroux2022,fewpair,draw0,zs_raw,Cycling activated T (CD38/HLA-DR),1.0,21,7427,941,59044,941,0.2827521206409048,1.5937267122823657,0.1774156876846077,0.43636363636363645,0.64,11,10,11
+giroux2022,fewpair,draw0,zs_raw,Proliferating T (label),1.0,64,7427,562,59044,562,0.8617207486199003,0.951832531671296,0.9053281117707009,0.4090909090909091,0.76,11,10,11
+giroux2022,fewpair,draw0,zs_raw,Plasmablast (label),1.0,29,16500,348,105280,348,0.17575757575757575,0.3305471124620061,0.5317171717171717,-0.027652412278910153,0.56,11,9,11
+giroux2022,fewpair,draw0,zs_raw,Plasmablast (markers),1.0,100,16500,2294,105280,2294,0.6060606060606061,2.178951367781155,0.2781432458851814,0.022990024493585146,0.54,11,11,11
+giroux2022,fewpair,draw0,zs_raw,MS1 monocyte (IL1R2+),0.893,33,5273,100,19384,117,0.6258296984638726,0.5158893933140735,1.2131082875023707,0.29557340266613363,0.62,11,6,11
+giroux2022,fewpair,draw0,zs_raw,Cycling monocyte (Ye 2026),0.893,6,5273,455,19384,498,0.11378721790252229,2.347296739579034,0.04847585564445038,0.25619594773603205,0.52,11,2,11
+giroux2022,fewpair,draw0,zs_raw,ISG-high monocyte (positive control),0.893,2424,5273,6396,19384,6753,45.970036032619,32.99628559636814,1.3931882089685532,0.8545454545454546,1.0,11,11,11
+giroux2022,fewpair,draw0,zs_raw,ISG-high T,1.0,301,7427,3532,59044,3532,4.0527803958529685,5.981979540681525,0.677498204113088,0.8454545454545455,1.0,11,10,11
+giroux2022,fewpair,draw0,zs_raw,DN2 / ABC B,0.934,68,2108,419,9139,456,3.225806451612903,4.5847466900098475,0.7035953499114636,0.3545454545454546,0.84,11,10,11
+giroux2022,fewpair,draw0,zs_raw,HSPC,1.0,17,16500,132,105280,132,0.10303030303030303,0.12537993920972645,0.821744719926538,-0.14126448280440335,0.26,11,8,11
+giroux2022,fewpair,draw0,zs_raw,Cytotoxic CD4 T,1.0,39,4839,189,20818,189,0.805951642901426,0.9078681909885676,0.8877408096254965,0.19590028045862823,0.6,10,8,11
+giroux2022,fewpair,draw0,zs_raw,Granulocyte-like (LDG),1.0,50,16500,1471,105280,1471,0.30303030303030304,1.397226443768997,0.21687987969429168,0.695211207565333,0.84,11,10,11
+giroux2022,fewpair,draw0,zs_raw,Platelet signal in monocytes (negative control),0.893,93,5273,3296,19384,3637,1.7637018774890953,17.00371440363186,0.10372450604747763,0.045454545454545456,0.44,11,11,11
+giroux2022,fewpair,draw0,zs_cal,C1Q-high monocyte (reference),0.789,10,4137,239,19384,254,0.24172105390379503,1.2329756500206355,0.19604689995276833,-0.35265418367294626,0.3,11,3,11
+giroux2022,fewpair,draw0,zs_cal,Cycling T/NK,0.779,25,10562,494,70071,535,0.23669759515243324,0.7049992150818456,0.33574164352077224,0.03644656380625642,0.58,11,9,11
+giroux2022,fewpair,draw0,zs_cal,Cycling activated T (CD38/HLA-DR),0.773,12,8350,763,59044,941,0.1437125748502994,1.292256622180069,0.11121055399031557,-0.086560589039859,0.28,11,9,11
+giroux2022,fewpair,draw0,zs_cal,Proliferating T (label),1.0,131,8350,562,59044,562,1.5688622754491017,0.951832531671296,1.6482545229825047,0.7727272727272727,0.96,11,11,11
+giroux2022,fewpair,draw0,zs_cal,Plasmablast (label),1.0,48,16500,348,105280,348,0.2909090909090909,0.3305471124620061,0.8800835945663531,0.591869001035351,0.84,11,8,11
+giroux2022,fewpair,draw0,zs_cal,Plasmablast (markers),0.784,62,16500,1623,105280,2294,0.37575757575757573,1.5416033434650456,0.24374465542672566,0.432675157835289,0.8,11,10,11
+giroux2022,fewpair,draw0,zs_cal,MS1 monocyte (IL1R2+),0.789,85,4137,90,19384,117,2.0546289581822577,0.4643004539826661,4.425214191711653,0.06833730713673078,0.54,11,9,11
+giroux2022,fewpair,draw0,zs_cal,Cycling monocyte (Ye 2026),0.789,8,4137,419,19384,498,0.19337684312303602,2.161576557985968,0.08946101973978354,0.0057812161257860045,0.36,11,3,11
+giroux2022,fewpair,draw0,zs_cal,ISG-high monocyte (positive control),0.789,2346,4137,5965,19384,6753,56.70775924583031,30.77280231118448,1.842788273631475,0.8545454545454546,0.96,11,11,11
+giroux2022,fewpair,draw0,zs_cal,ISG-high T,0.773,525,8350,2737,59044,3532,6.287425149700598,4.635526048370707,1.3563563410263868,0.9293873770595388,0.96,11,9,11
+giroux2022,fewpair,draw0,zs_cal,DN2 / ABC B,0.643,18,1402,263,9139,456,1.2838801711840229,2.8777765619870883,0.4461361553023112,-0.30000000000000004,0.28,11,10,11
+giroux2022,fewpair,draw0,zs_cal,HSPC,0.784,10,16500,122,105280,132,0.06060606060606061,0.11588145896656535,0.5230004967709886,-0.09020318601052306,0.48,11,5,11
+giroux2022,fewpair,draw0,zs_cal,Cytotoxic CD4 T,0.886,61,2160,155,20818,189,2.824074074074074,0.7445479873186666,3.7930047789725205,0.31890743330474364,0.66,10,8,11
+giroux2022,fewpair,draw0,zs_cal,Granulocyte-like (LDG),0.784,18,16500,1062,105280,1471,0.10909090909090909,1.0087386018237081,0.10814586543400104,0.24623032028848651,0.66,11,9,11
+giroux2022,fewpair,draw0,zs_cal,Platelet signal in monocytes (negative control),0.789,47,4137,2929,19384,3637,1.1360889533478367,15.110400330169211,0.07518589372377762,-0.027334922854692318,0.4,11,9,11
+giroux2022,fewpair,draw0,scsemi5,C1Q-high monocyte (reference),0.217,9,4192,158,19384,254,0.21469465648854963,0.8151052414362361,0.26339501401101556,-0.30534775347842946,0.36,11,4,11
+giroux2022,fewpair,draw0,scsemi5,Cycling T/NK,0.289,8,11099,331,70071,535,0.07207856563654383,0.4723780165831799,0.1525866215322738,0.7746829608553244,0.8,11,3,11
+giroux2022,fewpair,draw0,scsemi5,Cycling activated T (CD38/HLA-DR),0.269,20,9284,357,59044,941,0.2154243860404998,0.6046338323961791,0.35628900418418125,0.6746010525388914,0.74,11,7,11
+giroux2022,fewpair,draw0,scsemi5,Proliferating T (label),1.0,612,9284,562,59044,562,6.591986212839293,0.951832531671296,6.925573557844897,0.5818181818181819,0.76,11,11,11
+giroux2022,fewpair,draw0,scsemi5,Plasmablast (label),1.0,4,16500,348,105280,348,0.024242424242424242,0.3305471124620061,0.0733402995471961,-0.12135597524338358,0.48,11,2,11
+giroux2022,fewpair,draw0,scsemi5,Plasmablast (markers),0.277,105,16500,566,105280,2294,0.6363636363636364,0.537613981762918,1.1836813363315128,0.4885895685256288,0.76,11,10,11
+giroux2022,fewpair,draw0,scsemi5,MS1 monocyte (IL1R2+),0.217,0,4192,10,19384,117,0.0,0.051588939331407346,0.0,,,3,0,11
+giroux2022,fewpair,draw0,scsemi5,Cycling monocyte (Ye 2026),0.217,21,4192,145,19384,498,0.5009541984732825,0.7480396203054065,0.6696893919452488,0.040451991747794534,0.52,11,2,11
+giroux2022,fewpair,draw0,scsemi5,ISG-high monocyte (positive control),0.217,1556,4192,2591,19384,6753,37.11832061068702,13.366694180767643,2.7769260004537135,0.674199862463242,0.7,11,2,11
+giroux2022,fewpair,draw0,scsemi5,ISG-high T,0.269,622,9284,721,59044,3532,6.699698405859543,1.2211232301334598,5.486504752781842,0.7862453931068966,0.8,10,3,11
+giroux2022,fewpair,draw0,scsemi5,DN2 / ABC B,0.234,0,749,41,9139,456,0.0,0.4486267644162381,0.0,,0.5,9,0,11
+giroux2022,fewpair,draw0,scsemi5,HSPC,0.277,0,16500,97,105280,132,0.0,0.09213525835866261,0.0,,0.5,10,0,11
+giroux2022,fewpair,draw0,scsemi5,Cytotoxic CD4 T,0.235,49,1624,24,20818,189,3.0172413793103448,0.11528484964934192,26.17205459770115,-0.07909115788387004,0.48,7,7,11
+giroux2022,fewpair,draw0,scsemi5,Granulocyte-like (LDG),0.277,0,16500,229,105280,1471,0.0,0.21751519756838905,0.0,,0.5,11,0,11
+giroux2022,fewpair,draw0,scsemi5,Platelet signal in monocytes (negative control),0.217,164,4192,838,19384,3637,3.9122137404580153,4.323153115971936,0.9049445244037968,0.9,1.0,11,11,11
+giroux2022,fewpair,draw0,lora5,C1Q-high monocyte (reference),0.755,12,2671,235,19384,254,0.44926993635342566,1.2123400742880726,0.370580784947864,0.18952619181419758,0.54,11,4,11
+giroux2022,fewpair,draw0,lora5,Cycling T/NK,0.978,43,11823,529,70071,535,0.363697877019369,0.754948552182786,0.4817518703331608,0.5818181818181819,0.88,11,11,11
+giroux2022,fewpair,draw0,lora5,Cycling activated T (CD38/HLA-DR),0.951,28,10814,892,59044,941,0.25892361753282783,1.5107377548946548,0.17138885732744716,0.3727272727272728,0.68,11,10,11
+giroux2022,fewpair,draw0,lora5,Proliferating T (label),1.0,70,10814,562,59044,562,0.6473090438320696,0.951832531671296,0.6800661064772369,0.6454545454545455,0.8,11,11,11
+giroux2022,fewpair,draw0,lora5,Plasmablast (label),1.0,28,16500,348,105280,348,0.1696969696969697,0.3305471124620061,0.5133820968303727,0.5774426674088601,0.86,11,9,11
+giroux2022,fewpair,draw0,lora5,Plasmablast (markers),0.93,52,16500,2057,105280,2294,0.3151515151515151,1.953837386018237,0.16129874338916633,-0.018349396085439344,0.62,11,11,11
+giroux2022,fewpair,draw0,lora5,MS1 monocyte (IL1R2+),0.755,1,2671,80,19384,117,0.037439161362785474,0.41271151465125877,0.09071508798202921,0.5,0.6,11,1,11
+giroux2022,fewpair,draw0,lora5,Cycling monocyte (Ye 2026),0.755,8,2671,394,19384,498,0.2995132909022838,2.0326042096574493,0.1473544576357835,0.22305671869347438,0.56,11,5,11
+giroux2022,fewpair,draw0,lora5,ISG-high monocyte (positive control),0.755,961,2671,5831,19384,6753,35.97903406963684,30.081510524143624,1.1960514429872071,0.7181818181818183,0.92,11,10,11
+giroux2022,fewpair,draw0,lora5,ISG-high T,0.951,305,10814,3381,59044,3532,2.8204179766968744,5.726238059752049,0.492542913386839,0.9749455818173592,1.0,11,9,11
+giroux2022,fewpair,draw0,lora5,DN2 / ABC B,0.82,10,1203,335,9139,456,0.8312551953449709,3.6656089287668236,0.2267713800076922,0.16748715787172477,0.52,11,7,11
+giroux2022,fewpair,draw0,lora5,HSPC,0.93,4,16500,131,105280,132,0.024242424242424242,0.12443009118541033,0.19482766597270415,-0.2988071523335984,0.4,11,4,11
+giroux2022,fewpair,draw0,lora5,Cytotoxic CD4 T,1.0,41,4459,189,20818,189,0.9194886745907154,0.9078681909885676,1.012799747493625,0.45454545454545453,0.68,10,10,11
+giroux2022,fewpair,draw0,lora5,Granulocyte-like (LDG),0.93,6,16500,1349,105280,1471,0.03636363636363636,1.2813449848024316,0.028379270840353122,0.5954652609559584,0.8,11,3,11
+giroux2022,fewpair,draw0,lora5,Platelet signal in monocytes (negative control),0.755,61,2671,2771,19384,3637,2.283788843129914,14.295295088732976,0.15975807627293487,-0.17272727272727276,0.48,11,11,11
+giroux2022,fewpair,draw1,zs_raw,C1Q-high monocyte (reference),0.954,19,5051,271,18467,273,0.37616313601267076,1.4674825364163102,0.25633227427106975,0.01818181818181818,0.44,10,9,10
+giroux2022,fewpair,draw1,zs_raw,Cycling T/NK,1.0,26,8081,630,67412,630,0.3217423586189828,0.9345517118613896,0.34427453776544237,0.6933037246280291,0.8,10,7,10
+giroux2022,fewpair,draw1,zs_raw,Cycling activated T (CD38/HLA-DR),1.0,22,7068,1178,58362,1178,0.311262026032824,2.0184366539871834,0.1542094597905575,0.8328305948416885,0.92,10,8,10
+giroux2022,fewpair,draw1,zs_raw,Proliferating T (label),1.0,63,7068,765,58362,765,0.8913412563667232,1.3107844145162948,0.6800059922101268,0.6969696969696969,0.84,10,9,10
+giroux2022,fewpair,draw1,zs_raw,Plasmablast (label),1.0,20,15000,322,98608,322,0.13333333333333333,0.32654551354859646,0.40831469979296064,-0.4300756154038903,0.24,10,8,10
+giroux2022,fewpair,draw1,zs_raw,Plasmablast (markers),1.0,83,15000,2090,98608,2090,0.5533333333333333,2.119503488560766,0.26106743221690587,0.09203146787097731,0.54,10,10,10
+giroux2022,fewpair,draw1,zs_raw,MS1 monocyte (IL1R2+),0.954,32,5051,90,18467,97,0.6335379132844982,0.48735582390209564,1.2999494049583142,0.20041753698892312,0.6,10,5,10
+giroux2022,fewpair,draw1,zs_raw,Cycling monocyte (Ye 2026),0.954,6,5051,541,18467,569,0.1187883587408434,2.929550008122597,0.040548329406047225,-0.11244984748999777,0.52,10,2,10
+giroux2022,fewpair,draw1,zs_raw,ISG-high monocyte (positive control),0.954,2529,5051,7293,18467,7437,50.06929320926549,39.49206693019982,1.2678316710482733,0.8666666666666665,0.88,10,10,10
+giroux2022,fewpair,draw1,zs_raw,ISG-high T,1.0,347,7068,3834,58362,3834,4.909451046972269,6.569343065693431,0.7473275482613343,0.6363636363636362,0.76,10,10,10
+giroux2022,fewpair,draw1,zs_raw,DN2 / ABC B,1.0,43,1456,403,6177,403,2.9532967032967035,6.5242026873887,0.4526678346467429,0.3525852153344375,0.62,10,8,10
+giroux2022,fewpair,draw1,zs_raw,HSPC,1.0,9,15000,110,98608,110,0.06,0.11155281518740873,0.5378618181818182,-0.572417974614999,0.28,10,7,10
+giroux2022,fewpair,draw1,zs_raw,Cytotoxic CD4 T,1.0,45,4927,264,21915,264,0.9133346864217576,1.2046543463381245,0.7581715777626068,0.41818181818181815,0.68,9,9,10
+giroux2022,fewpair,draw1,zs_raw,Granulocyte-like (LDG),1.0,53,15000,1408,98608,1408,0.35333333333333333,1.4278760343988317,0.24745378787878788,0.6022390336078728,0.62,10,10,10
+giroux2022,fewpair,draw1,zs_raw,Platelet signal in monocytes (negative control),0.954,96,5051,3219,18467,3359,1.9006137398534944,17.431093301564953,0.10903583079799466,0.09090909090909088,0.76,10,10,10
+giroux2022,fewpair,draw1,zs_cal,C1Q-high monocyte (reference),0.917,13,4428,268,18467,273,0.2935862691960253,1.4512373422862404,0.20230065795682833,-0.01939524551505708,0.52,10,5,10
+giroux2022,fewpair,draw1,zs_cal,Cycling T/NK,0.888,24,9538,600,67412,630,0.25162507863283706,0.8900492493917996,0.28270916334661356,0.46015733935488656,0.72,10,7,10
+giroux2022,fewpair,draw1,zs_cal,Cycling activated T (CD38/HLA-DR),0.94,12,7201,1124,58362,1178,0.16664352173309263,1.925910695315445,0.08652712825077181,0.4846990641204805,0.68,10,7,10
+giroux2022,fewpair,draw1,zs_cal,Proliferating T (label),1.0,55,7201,765,58362,765,0.7637828079433412,1.3107844145162948,0.5826914017933239,0.43030303030303024,0.72,10,10,10
+giroux2022,fewpair,draw1,zs_cal,Plasmablast (label),1.0,17,15000,322,98608,322,0.11333333333333333,0.32654551354859646,0.34706749482401655,0.49863839467117715,0.68,10,7,10
+giroux2022,fewpair,draw1,zs_cal,Plasmablast (markers),0.923,35,15000,1853,98608,2090,0.23333333333333334,1.8791578776569853,0.12416909516100018,-0.012347796442943936,0.44,10,9,10
+giroux2022,fewpair,draw1,zs_cal,MS1 monocyte (IL1R2+),0.917,136,4428,89,18467,97,3.071364046973803,0.48194075919207235,6.372907848928676,-0.2121212121212121,0.2,10,9,10
+giroux2022,fewpair,draw1,zs_cal,Cycling monocyte (Ye 2026),0.917,8,4428,530,18467,569,0.18066847335140018,2.869984296312341,0.06295103202604353,0.16386929807974054,0.5,10,4,10
+giroux2022,fewpair,draw1,zs_cal,ISG-high monocyte (positive control),0.917,2953,4428,7120,18467,7437,66.6892502258356,38.555260735365785,1.729705595393969,0.5151515151515151,0.64,10,10,10
+giroux2022,fewpair,draw1,zs_cal,ISG-high T,0.94,582,7201,3594,58362,3834,8.082210804054993,6.158116582707926,1.312448488999047,0.7333333333333332,0.8,10,10,10
+giroux2022,fewpair,draw1,zs_cal,DN2 / ABC B,0.774,6,718,291,6177,403,0.8356545961002786,4.711024769305488,0.1773827642649973,0.2389760596996216,0.76,10,4,10
+giroux2022,fewpair,draw1,zs_cal,HSPC,0.923,6,15000,106,98608,110,0.04,0.10749634918059386,0.3721056603773585,-0.14740554623801774,0.36,10,5,10
+giroux2022,fewpair,draw1,zs_cal,Cytotoxic CD4 T,0.998,38,2213,264,21915,264,1.7171260732037958,1.2046543463381245,1.4254097687220146,0.35757575757575755,0.76,9,9,10
+giroux2022,fewpair,draw1,zs_cal,Granulocyte-like (LDG),0.923,21,15000,1271,98608,1408,0.14,1.2889420736654227,0.10861620771046421,0.5727349749707654,0.66,10,6,10
+giroux2022,fewpair,draw1,zs_cal,Platelet signal in monocytes (negative control),0.917,66,4428,3141,18467,3359,1.4905149051490514,17.008718254183137,0.08763240609165085,0.4424242424242424,0.84,10,10,10
+giroux2022,fewpair,draw1,scsemi5,C1Q-high monocyte (reference),0.214,6,4262,150,18467,273,0.14077897700610043,0.8122597065034927,0.1733176912247771,-0.1740776559556978,0.4,10,1,10
+giroux2022,fewpair,draw1,scsemi5,Cycling T/NK,0.315,7,9467,387,67412,630,0.07394105841343615,0.5740817658577108,0.12879882764254671,0.40618119722996154,0.6,10,1,10
+giroux2022,fewpair,draw1,scsemi5,Cycling activated T (CD38/HLA-DR),0.3,12,7572,428,58362,1178,0.15847860538827258,0.7333538946574826,0.21610113008575618,0.5883224472900647,0.76,10,5,10
+giroux2022,fewpair,draw1,scsemi5,Proliferating T (label),1.0,281,7572,765,58362,765,3.711040676175383,1.3107844145162948,2.8311602084045453,0.6242424242424242,0.72,10,10,10
+giroux2022,fewpair,draw1,scsemi5,Plasmablast (label),1.0,1,15000,322,98608,322,0.006666666666666667,0.32654551354859646,0.020415734989648035,-0.40618119722996154,0.4,10,1,10
+giroux2022,fewpair,draw1,scsemi5,Plasmablast (markers),0.301,100,15000,502,98608,2090,0.6666666666666666,0.5090864838552653,1.309535192563081,0.12158110873601292,0.52,10,9,10
+giroux2022,fewpair,draw1,scsemi5,MS1 monocyte (IL1R2+),0.214,0,4262,12,18467,97,0.0,0.06498077652027942,0.0,,0.5,7,0,10
+giroux2022,fewpair,draw1,scsemi5,Cycling monocyte (Ye 2026),0.214,18,4262,175,18467,569,0.4223369310183013,0.9476363242540748,0.4456740631494268,-0.0518999296107682,0.52,10,2,10
+giroux2022,fewpair,draw1,scsemi5,ISG-high monocyte (positive control),0.214,1538,4262,2841,18467,7437,36.08634443923041,15.384198841176152,2.3456758984838717,0.7006490497453707,0.7,10,2,10
+giroux2022,fewpair,draw1,scsemi5,ISG-high T,0.3,692,7572,856,58362,3834,9.13893291072372,1.4667077893149651,6.230915917472637,0.812776759390954,0.8,10,3,10
+giroux2022,fewpair,draw1,scsemi5,DN2 / ABC B,0.247,0,823,52,6177,403,0.0,0.8418326048243484,0.0,,0.5,10,0,10
+giroux2022,fewpair,draw1,scsemi5,HSPC,0.301,1,15000,74,98608,110,0.006666666666666667,0.07504462112607496,0.08883603603603604,-0.1740776559556978,0.4,9,1,10
+giroux2022,fewpair,draw1,scsemi5,Cytotoxic CD4 T,0.243,57,1596,40,21915,264,3.5714285714285716,0.18252338580880675,19.56696428571429,0.4545454545454545,0.92,9,9,10
+giroux2022,fewpair,draw1,scsemi5,Granulocyte-like (LDG),0.301,0,15000,217,98608,1408,0.0,0.2200632808697063,0.0,,0.5,10,0,10
+giroux2022,fewpair,draw1,scsemi5,Platelet signal in monocytes (negative control),0.214,140,4262,784,18467,3359,3.2848427968090097,4.2454107326582555,0.7737396929677548,0.6242424242424242,0.76,10,10,10
+giroux2022,fewpair,draw1,lora5,C1Q-high monocyte (reference),0.807,14,2979,262,18467,273,0.46995636119503187,1.4187469540261006,0.3312474855797196,-0.13576671860539952,0.48,10,5,10
+giroux2022,fewpair,draw1,lora5,Cycling T/NK,0.977,45,10381,625,67412,630,0.4334842500722474,0.9271346347831246,0.46755264425392545,0.5272727272727272,0.56,10,10,10
+giroux2022,fewpair,draw1,lora5,Cycling activated T (CD38/HLA-DR),0.969,43,9400,1152,58362,1178,0.4574468085106383,1.9738871183304205,0.23174922429078013,0.8060606060606059,0.8,10,10,10
+giroux2022,fewpair,draw1,lora5,Proliferating T (label),1.0,95,9400,765,58362,765,1.0106382978723405,1.3107844145162948,0.77101793909053,0.6242424242424242,0.68,10,10,10
+giroux2022,fewpair,draw1,lora5,Plasmablast (label),1.0,21,15000,322,98608,322,0.14,0.32654551354859646,0.42873043478260875,0.8224396186997112,1.0,10,10,10
+giroux2022,fewpair,draw1,lora5,Plasmablast (markers),0.953,47,15000,1937,98608,2090,0.31333333333333335,1.9643436638000973,0.15951044570641887,-0.012546646533497349,0.54,10,10,10
+giroux2022,fewpair,draw1,lora5,MS1 monocyte (IL1R2+),0.807,1,2979,78,18467,97,0.03356831151393085,0.4223750473818162,0.07947512932407193,0.5222329678670935,0.6,10,1,10
+giroux2022,fewpair,draw1,lora5,Cycling monocyte (Ye 2026),0.807,10,2979,479,18467,569,0.3356831151393085,2.5938159961011533,0.12941670328345742,0.06748974310538336,0.6,10,7,10
+giroux2022,fewpair,draw1,lora5,ISG-high monocyte (positive control),0.807,1050,2979,6678,18467,7437,35.24672708962739,36.161802133535495,0.9746949822763538,0.709090909090909,0.8,10,10,10
+giroux2022,fewpair,draw1,lora5,ISG-high T,0.969,379,9400,3700,58362,3834,4.031914893617022,6.3397416126931905,0.635974640598045,0.8545454545454544,0.92,10,10,10
+giroux2022,fewpair,draw1,lora5,DN2 / ABC B,0.904,8,717,356,6177,403,1.1157601115760112,5.763315525335924,0.19359691598890508,0.252138191695742,0.52,10,5,10
+giroux2022,fewpair,draw1,lora5,HSPC,0.953,8,15000,108,98608,110,0.05333333333333334,0.1095245821840013,0.48695308641975316,-0.11096671714353053,0.54,10,4,10
+giroux2022,fewpair,draw1,lora5,Cytotoxic CD4 T,1.0,47,3588,264,21915,264,1.309921962095875,1.2046543463381245,1.0873840833079964,0.8181818181818182,0.96,9,9,10
+giroux2022,fewpair,draw1,lora5,Granulocyte-like (LDG),0.953,4,15000,1330,98608,1408,0.02666666666666667,1.3487749472659418,0.01977102756892231,0.2132007163556104,0.5,10,4,10
+giroux2022,fewpair,draw1,lora5,Platelet signal in monocytes (negative control),0.807,69,2979,2784,18467,3359,2.3162134944612287,15.075540152704825,0.1536404978527856,0.24848484848484845,0.72,10,10,10
+giroux2022,fewpair,draw2,zs_raw,C1Q-high monocyte (reference),0.876,19,5360,484,25096,504,0.35447761194029853,1.9285941982786101,0.18380103614160603,-0.3591638357540393,0.3333333333333333,12,9,12
+giroux2022,fewpair,draw2,zs_raw,Cycling T/NK,1.0,38,9863,690,83525,690,0.3852783128865457,0.8260999700688416,0.4663821896209961,0.16462372005951137,0.5833333333333334,12,10,12
+giroux2022,fewpair,draw2,zs_raw,Cycling activated T (CD38/HLA-DR),1.0,21,8474,1025,67243,1025,0.24781685154590513,1.5243222342846094,0.16257510779025658,-0.19965004347642867,0.5138888888888888,12,10,12
+giroux2022,fewpair,draw2,zs_raw,Proliferating T (label),1.0,68,8474,651,67243,651,0.80245456691055,0.9681305117261276,0.8288702372160692,0.21678321678321683,0.5277777777777778,12,11,12
+giroux2022,fewpair,draw2,zs_raw,Plasmablast (label),1.0,31,18000,399,125946,399,0.17222222222222222,0.31680243914058404,0.5436265664160401,-0.02486996298646767,0.5138888888888888,12,10,12
+giroux2022,fewpair,draw2,zs_raw,Plasmablast (markers),1.0,97,18000,2596,125946,2596,0.5388888888888889,2.061200832102647,0.2614441448382126,0.2570486275494595,0.625,12,12,12
+giroux2022,fewpair,draw2,zs_raw,MS1 monocyte (IL1R2+),0.876,34,5360,70,25096,88,0.6343283582089553,0.27892891297417916,2.2741577825159918,-0.2972966513629353,0.3333333333333333,12,7,12
+giroux2022,fewpair,draw2,zs_raw,Cycling monocyte (Ye 2026),0.876,4,5360,721,25096,807,0.07462686567164178,2.872967803634045,0.02597553149647049,0.10751134472528776,0.5138888888888888,12,2,12
+giroux2022,fewpair,draw2,zs_raw,ISG-high monocyte (positive control),0.876,2406,5360,9999,25096,10593,44.88805970149254,39.843002868983106,1.1266234086095177,0.7482517482517484,0.8055555555555556,12,12,12
+giroux2022,fewpair,draw2,zs_raw,ISG-high T,1.0,274,8474,4134,67243,4134,3.2334198725513335,6.147851821007391,0.5259430394048604,0.6643356643356644,0.9444444444444444,12,11,12
+giroux2022,fewpair,draw2,zs_raw,DN2 / ABC B,0.948,78,2297,473,10555,513,3.395733565520244,4.481288488867835,0.7577583041028789,0.32867132867132864,0.8333333333333334,12,12,12
+giroux2022,fewpair,draw2,zs_raw,HSPC,1.0,25,18000,142,125946,142,0.1388888888888889,0.11274673272672416,1.2318661971830986,-0.1886419651630401,0.4444444444444444,12,9,12
+giroux2022,fewpair,draw2,zs_raw,Cytotoxic CD4 T,1.0,38,5479,382,23769,382,0.6935572184705239,1.607135344356094,0.43154873104256236,0.04225456891223992,0.6388888888888888,11,8,12
+giroux2022,fewpair,draw2,zs_raw,Granulocyte-like (LDG),1.0,49,18000,1943,125946,1943,0.2722222222222222,1.542724659774824,0.17645548121461657,0.40652727224249435,0.625,12,11,12
+giroux2022,fewpair,draw2,zs_raw,Platelet signal in monocytes (negative control),0.876,69,5360,3136,25096,3505,1.287313432835821,12.496015301243226,0.10301791425525435,-0.1398601398601399,0.5,12,12,12
+giroux2022,fewpair,draw2,zs_cal,C1Q-high monocyte (reference),0.762,13,4362,456,25096,504,0.29802842732691426,1.8170226330889385,0.16402020640781229,-0.06656735199784074,0.5,12,4,12
+giroux2022,fewpair,draw2,zs_cal,Cycling T/NK,0.864,26,11846,649,83525,690,0.219483369913895,0.7770128703980844,0.28247070064804436,0.2253577008652796,0.4722222222222222,12,9,12
+giroux2022,fewpair,draw2,zs_cal,Cycling activated T (CD38/HLA-DR),0.843,15,9397,884,67243,1025,0.15962541236564862,1.3146349805927755,0.12142185072062567,0.0,0.3194444444444444,12,10,12
+giroux2022,fewpair,draw2,zs_cal,Proliferating T (label),1.0,120,9397,651,67243,651,1.277003298925189,0.9681305117261276,1.3190404428514053,0.29772374904379717,0.625,12,12,12
+giroux2022,fewpair,draw2,zs_cal,Plasmablast (label),1.0,47,18000,399,125946,399,0.2611111111111111,0.31680243914058404,0.8242080200501254,0.45342209601855776,0.7777777777777778,12,6,12
+giroux2022,fewpair,draw2,zs_cal,Plasmablast (markers),0.841,66,18000,2064,125946,2596,0.36666666666666664,1.6387975799152017,0.22374127906976743,0.5915639647713589,0.8333333333333334,12,11,12
+giroux2022,fewpair,draw2,zs_cal,MS1 monocyte (IL1R2+),0.762,62,4362,62,25096,88,1.4213663457129757,0.24705132291998724,5.7533241632278775,0.02112728445611996,0.5,11,8,12
+giroux2022,fewpair,draw2,zs_cal,Cycling monocyte (Ye 2026),0.762,4,4362,650,25096,807,0.09170105456212746,2.590054191903092,0.035405071773710016,-0.1009684339407915,0.4444444444444444,12,3,12
+giroux2022,fewpair,draw2,zs_cal,ISG-high monocyte (positive control),0.762,2343,4362,9362,25096,10593,53.713892709766164,37.30474976091808,1.4398673909894162,0.7342657342657343,0.8055555555555556,12,12,12
+giroux2022,fewpair,draw2,zs_cal,ISG-high T,0.843,384,9397,3526,67243,4134,4.086410556560605,5.2436684859390565,0.7793037579546362,0.8321678321678322,1.0,12,11,12
+giroux2022,fewpair,draw2,zs_cal,DN2 / ABC B,0.716,15,1358,343,10555,513,1.1045655375552283,3.24964471814306,0.3399034766441818,-0.242031200586542,0.20833333333333334,12,8,12
+giroux2022,fewpair,draw2,zs_cal,HSPC,0.841,6,18000,132,125946,142,0.03333333333333333,0.10480682197132105,0.3180454545454545,-0.1806977911945822,0.3194444444444444,12,4,12
+giroux2022,fewpair,draw2,zs_cal,Cytotoxic CD4 T,0.95,59,2321,358,23769,382,2.5420077552778975,1.5061634902604233,1.6877369367374397,0.2746546979295595,0.8333333333333334,11,8,12
+giroux2022,fewpair,draw2,zs_cal,Granulocyte-like (LDG),0.841,5,18000,1547,125946,1943,0.027777777777777776,1.228304193860861,0.022614738202973498,0.6444705063259697,0.75,12,3,12
+giroux2022,fewpair,draw2,zs_cal,Platelet signal in monocytes (negative control),0.762,43,4362,2779,25096,3505,0.9857863365428703,11.073477845074912,0.08902228823994197,0.3362527048024062,0.6111111111111112,12,11,12
+giroux2022,fewpair,draw2,scsemi5,C1Q-high monocyte (reference),0.207,1,4366,270,25096,504,0.022904260192395786,1.0758686643289768,0.021289085695865358,0.13101394402234404,0.5833333333333334,12,1,12
+giroux2022,fewpair,draw2,scsemi5,Cycling T/NK,0.283,2,12275,410,83525,690,0.016293279022403257,0.49087099670757256,0.03319258854503005,0.2150226894505755,0.5138888888888888,12,2,12
+giroux2022,fewpair,draw2,scsemi5,Cycling activated T (CD38/HLA-DR),0.256,16,10280,361,67243,1025,0.1556420233463035,0.5368588551968234,0.28991237052286667,0.7545678606521604,0.8888888888888888,12,8,12
+giroux2022,fewpair,draw2,scsemi5,Proliferating T (label),1.0,684,10280,651,67243,651,6.653696498054475,0.9681305117261276,6.872726783697036,0.6433566433566434,0.7222222222222222,12,12,12
+giroux2022,fewpair,draw2,scsemi5,Plasmablast (label),1.0,6,18000,399,125946,399,0.03333333333333333,0.31680243914058404,0.10521804511278196,-0.5547001962252291,0.3194444444444444,12,4,12
+giroux2022,fewpair,draw2,scsemi5,Plasmablast (markers),0.268,141,18000,673,125946,2596,0.7833333333333333,0.5343559938386293,1.4659390787518571,0.5035336128708591,0.8333333333333334,12,11,12
+giroux2022,fewpair,draw2,scsemi5,MS1 monocyte (IL1R2+),0.207,0,4366,5,25096,88,0.0,0.019923493783869938,0.0,,,3,0,12
+giroux2022,fewpair,draw2,scsemi5,Cycling monocyte (Ye 2026),0.207,2,4366,234,25096,807,0.04580852038479157,0.9324195090851132,0.04912865929815082,-0.30103176523080566,0.3333333333333333,12,2,12
+giroux2022,fewpair,draw2,scsemi5,ISG-high monocyte (positive control),0.207,1357,4366,4129,25096,10593,31.08108108108108,16.452821166719797,1.8891034410530656,0.6504436355879909,0.6666666666666666,12,2,12
+giroux2022,fewpair,draw2,scsemi5,ISG-high T,0.256,650,10280,662,67243,4134,6.3229571984435795,0.9844890918013771,6.422577203851081,0.7618527288259722,0.75,11,3,12
+giroux2022,fewpair,draw2,scsemi5,DN2 / ABC B,0.227,0,817,31,10555,513,0.0,0.2936996684036002,0.0,,0.5,11,0,12
+giroux2022,fewpair,draw2,scsemi5,HSPC,0.268,0,18000,92,125946,142,0.0,0.07304717894970861,0.0,,0.5,12,0,12
+giroux2022,fewpair,draw2,scsemi5,Cytotoxic CD4 T,0.224,43,1764,49,23769,382,2.437641723356009,0.2061508687786613,11.824552269887546,0.7132867132867133,0.8333333333333334,11,11,12
+giroux2022,fewpair,draw2,scsemi5,Granulocyte-like (LDG),0.268,0,18000,278,125946,1943,0.0,0.22072951900020643,0.0,,0.5,12,0,12
+giroux2022,fewpair,draw2,scsemi5,Platelet signal in monocytes (negative control),0.207,301,4366,868,25096,3505,6.894182317911132,3.4587185208798217,1.9932764913628773,0.27272727272727276,0.6111111111111112,12,12,12
+giroux2022,fewpair,draw2,lora5,C1Q-high monocyte (reference),0.747,5,2906,460,25096,504,0.1720578114246387,1.8329614281160345,0.09386875729375506,0.1652210737212952,0.5555555555555556,12,3,12
+giroux2022,fewpair,draw2,lora5,Cycling T/NK,0.952,37,12930,677,83525,690,0.2861562258313998,0.8105357677342113,0.3530457719729346,0.37762237762237766,0.75,12,12,12
+giroux2022,fewpair,draw2,lora5,Cycling activated T (CD38/HLA-DR),0.895,30,11799,938,67243,1025,0.25425883549453343,1.3949407373258182,0.1822721415262144,-0.007118564723133588,0.5,12,8,12
+giroux2022,fewpair,draw2,lora5,Proliferating T (label),1.0,102,11799,651,67243,651,0.8644800406814137,0.9681305117261276,0.8929375019284225,0.5384615384615385,0.6666666666666666,12,12,12
+giroux2022,fewpair,draw2,lora5,Plasmablast (label),1.0,28,18000,399,125946,399,0.15555555555555556,0.31680243914058404,0.4910175438596492,0.4187178946793119,0.6805555555555556,12,10,12
+giroux2022,fewpair,draw2,lora5,Plasmablast (markers),0.893,51,18000,2227,125946,2596,0.2833333333333333,1.7682181252282725,0.16023664122137404,0.5114837324790473,0.7638888888888888,12,11,12
+giroux2022,fewpair,draw2,lora5,MS1 monocyte (IL1R2+),0.747,3,2906,52,25096,88,0.10323468685478321,0.20720433535224736,0.4982264810206999,-0.13101394402234404,0.4166666666666667,12,1,12
+giroux2022,fewpair,draw2,lora5,Cycling monocyte (Ye 2026),0.747,7,2906,629,25096,807,0.24088093599449414,2.5063755180108385,0.09610728091761248,0.12316691469411807,0.4861111111111111,12,6,12
+giroux2022,fewpair,draw2,lora5,ISG-high monocyte (positive control),0.747,872,2906,9318,25096,10593,30.006882312456984,37.12942301562002,0.8081699061101314,0.6013986013986015,0.6944444444444444,12,12,12
+giroux2022,fewpair,draw2,lora5,ISG-high T,0.895,332,11799,3719,67243,4134,2.8137977794728366,5.5306872090775245,0.5087609682309544,0.6199659244794364,0.8055555555555556,12,10,12
+giroux2022,fewpair,draw2,lora5,DN2 / ABC B,0.809,17,1162,400,10555,513,1.4629948364888123,3.7896731406916153,0.3860477624784854,0.20643837697087405,0.5277777777777778,12,8,12
+giroux2022,fewpair,draw2,lora5,HSPC,0.893,5,18000,138,125946,142,0.027777777777777776,0.10957076842456291,0.25351449275362314,0.4622501635210243,0.6805555555555556,12,4,12
+giroux2022,fewpair,draw2,lora5,Cytotoxic CD4 T,0.982,41,4923,376,23769,382,0.832825512898639,1.5818923808321763,0.5264741919172274,0.5594405594405596,0.8611111111111112,11,10,12
+giroux2022,fewpair,draw2,lora5,Granulocyte-like (LDG),0.893,2,18000,1678,125946,1943,0.011111111111111112,1.3323170247566418,0.00833969010727056,-0.06477502756312957,0.5,12,2,12
+giroux2022,fewpair,draw2,lora5,Platelet signal in monocytes (negative control),0.747,79,2906,2760,25096,3505,2.718513420509291,10.997768568696207,0.2471877275402216,-0.3426573426573427,0.4722222222222222,12,12,12
+giroux2022,fewpair,draw3,zs_raw,C1Q-high monocyte (reference),0.825,17,4733,323,18916,336,0.3591802239594338,1.7075491647282723,0.2103483936971099,-0.3578132236660672,0.2,11,8,11
+giroux2022,fewpair,draw3,zs_raw,Cycling T/NK,1.0,30,9014,622,81861,622,0.3328156201464389,0.7598245806916603,0.4380163903666822,0.15945371665237182,0.44,11,9,11
+giroux2022,fewpair,draw3,zs_raw,Cycling activated T (CD38/HLA-DR),1.0,24,7783,1129,69840,1129,0.30836438391365795,1.6165521191294387,0.19075437176731505,0.27272727272727276,0.64,11,10,11
+giroux2022,fewpair,draw3,zs_raw,Proliferating T (label),1.0,79,7783,743,69840,743,1.0150327637157908,1.063860252004582,0.954103475342003,0.3545454545454546,0.6,11,10,11
+giroux2022,fewpair,draw3,zs_raw,Plasmablast (label),1.0,27,16500,415,118953,415,0.16363636363636364,0.3488772876682387,0.4690370208105148,-0.055565083993247714,0.6,11,8,11
+giroux2022,fewpair,draw3,zs_raw,Plasmablast (markers),1.0,88,16500,2670,118953,2670,0.5333333333333333,2.2445839953595117,0.23760898876404493,0.14155398714293918,0.6,11,11,11
+giroux2022,fewpair,draw3,zs_raw,MS1 monocyte (IL1R2+),0.825,31,4733,69,18916,86,0.6549757025142615,0.3647705646013956,1.795582665037648,-0.09304842103984709,0.56,11,7,11
+giroux2022,fewpair,draw3,zs_raw,Cycling monocyte (Ye 2026),0.825,1,4733,407,18916,480,0.021128248468201986,2.1516176781560583,0.009819703882666064,-0.10000000000000002,0.4,11,1,11
+giroux2022,fewpair,draw3,zs_raw,ISG-high monocyte (positive control),0.825,1612,4733,4871,18916,5442,34.058736530741605,25.75068724888983,1.3226340796869394,0.790909090909091,0.8,11,11,11
+giroux2022,fewpair,draw3,zs_raw,ISG-high T,1.0,228,7783,2955,69840,2955,2.9294616471797505,4.231099656357388,0.6923641334654274,0.7818181818181819,0.96,11,10,11
+giroux2022,fewpair,draw3,zs_raw,DN2 / ABC B,0.983,79,2294,553,11400,562,3.4437663469921533,4.850877192982456,0.7099265163781292,0.5363636363636364,0.84,11,11,11
+giroux2022,fewpair,draw3,zs_raw,HSPC,1.0,16,16500,148,118953,148,0.09696969696969697,0.12441888813228755,0.7793808353808354,-0.18835264373920446,0.46,11,7,11
+giroux2022,fewpair,draw3,zs_raw,Cytotoxic CD4 T,1.0,40,5057,269,23710,269,0.7909827961241843,1.1345423871784057,0.697182234055926,0.4145796632961667,0.76,10,8,11
+giroux2022,fewpair,draw3,zs_raw,Granulocyte-like (LDG),1.0,41,16500,1427,118953,1427,0.24848484848484848,1.1996334686809076,0.20713397464483657,0.5448952707944501,0.84,11,10,11
+giroux2022,fewpair,draw3,zs_raw,Platelet signal in monocytes (negative control),0.825,65,4733,2989,18916,3476,1.3733361504331292,15.801437936138718,0.08691209977113774,0.17272727272727276,0.48,11,11,11
+giroux2022,fewpair,draw3,zs_cal,C1Q-high monocyte (reference),0.791,9,4273,319,18916,336,0.21062485373274045,1.6864030450412348,0.12489591640152096,-0.3295293191698022,0.3,11,3,11
+giroux2022,fewpair,draw3,zs_cal,Cycling T/NK,0.729,18,10467,568,81861,622,0.17196904557179707,0.6938591026251817,0.24784433168226902,-0.14123043474924363,0.44,11,9,11
+giroux2022,fewpair,draw3,zs_cal,Cycling activated T (CD38/HLA-DR),0.732,10,8084,853,69840,1129,0.12370113805047006,1.2213631156930127,0.10128121314706716,-0.23854214911071145,0.28,11,8,11
+giroux2022,fewpair,draw3,zs_cal,Proliferating T (label),1.0,132,8084,743,69840,743,1.6328550222662048,1.063860252004582,1.5348397679013694,0.6818181818181819,0.88,11,10,11
+giroux2022,fewpair,draw3,zs_cal,Plasmablast (label),1.0,43,16500,415,118953,415,0.2606060606060606,0.3488772876682387,0.7469848849945235,0.6059611201076213,0.92,11,8,11
+giroux2022,fewpair,draw3,zs_cal,Plasmablast (markers),0.748,68,16500,1827,118953,2670,0.4121212121212121,1.5359007339033064,0.26832542170473206,0.20935894733965596,0.76,11,10,11
+giroux2022,fewpair,draw3,zs_cal,MS1 monocyte (IL1R2+),0.791,95,4273,63,18916,86,2.223262344956705,0.3330513850708395,6.675433415428736,0.15034207570080774,0.76,11,9,11
+giroux2022,fewpair,draw3,zs_cal,Cycling monocyte (Ye 2026),0.791,3,4273,416,18916,480,0.07020828457758016,2.1991964474518926,0.031924517093016976,-0.39103592022868044,0.3,11,2,11
+giroux2022,fewpair,draw3,zs_cal,ISG-high monocyte (positive control),0.791,1983,4273,4758,18916,5442,46.40767610578048,25.153309367731023,1.8449928566980738,0.7000000000000001,0.88,11,11,11
+giroux2022,fewpair,draw3,zs_cal,ISG-high T,0.732,329,8084,1986,69840,2955,4.069767441860465,2.843642611683849,1.4311810581044053,0.9795014022931412,1.0,11,9,11
+giroux2022,fewpair,draw3,zs_cal,DN2 / ABC B,0.676,10,1320,343,11400,562,0.7575757575757576,3.008771929824561,0.2517890272992314,0.11009637651263608,0.6,11,8,11
+giroux2022,fewpair,draw3,zs_cal,HSPC,0.748,7,16500,137,118953,148,0.04242424242424243,0.11517153833867158,0.36835700066357,-0.3718639916459085,0.36,11,6,11
+giroux2022,fewpair,draw3,zs_cal,Cytotoxic CD4 T,0.875,54,1982,234,23710,269,2.7245206861755804,0.9869253479544496,2.760614763642009,0.353583999951419,0.68,10,7,11
+giroux2022,fewpair,draw3,zs_cal,Granulocyte-like (LDG),0.748,22,16500,971,118953,1427,0.13333333333333333,0.816288786327373,0.16334088568486096,0.09080624607468551,0.4,11,6,11
+giroux2022,fewpair,draw3,zs_cal,Platelet signal in monocytes (negative control),0.791,44,4273,2873,18916,3476,1.0297215071378423,15.188200465214633,0.06779746616435581,0.1009216784699164,0.56,11,8,11
+giroux2022,fewpair,draw3,scsemi5,C1Q-high monocyte (reference),0.216,2,3890,177,18916,336,0.05141388174807198,0.9357157961514062,0.05494604447155534,-0.36406792573015073,0.3,11,2,11
+giroux2022,fewpair,draw3,scsemi5,Cycling T/NK,0.293,4,11394,392,81861,622,0.035106196243637,0.4788605074455479,0.0733119472117441,0.17921769989936612,0.48,11,3,11
+giroux2022,fewpair,draw3,scsemi5,Cycling activated T (CD38/HLA-DR),0.273,15,9625,391,69840,1129,0.15584415584415584,0.5598510882016037,0.27836715713953564,0.21929639552648625,0.56,11,6,11
+giroux2022,fewpair,draw3,scsemi5,Proliferating T (label),1.0,787,9625,743,69840,743,8.176623376623377,1.063860252004582,7.685805876492283,0.4909090909090909,0.68,11,11,11
+giroux2022,fewpair,draw3,scsemi5,Plasmablast (label),1.0,3,16500,415,118953,415,0.01818181818181818,0.3488772876682387,0.05211522453450164,0.3227486121839514,0.7,11,3,11
+giroux2022,fewpair,draw3,scsemi5,Plasmablast (markers),0.281,125,16500,661,118953,2670,0.7575757575757576,0.5556816557800139,1.3633269151423464,0.5466984570938462,0.84,11,9,11
+giroux2022,fewpair,draw3,scsemi5,MS1 monocyte (IL1R2+),0.216,0,3890,4,18916,86,0.0,0.02114611968703743,0.0,,,4,0,11
+giroux2022,fewpair,draw3,scsemi5,Cycling monocyte (Ye 2026),0.216,1,3890,144,18916,480,0.02570694087403599,0.7612603087333474,0.03376892316481006,-0.20000000000000004,0.4,11,1,11
+giroux2022,fewpair,draw3,scsemi5,ISG-high monocyte (positive control),0.216,576,3890,1665,18916,5442,14.80719794344473,8.80207231972933,1.68223997776697,0.5,0.6,11,1,11
+giroux2022,fewpair,draw3,scsemi5,ISG-high T,0.273,490,9625,465,69840,2955,5.090909090909091,0.665807560137457,7.646217008797654,0.7746829608553244,0.8,10,3,11
+giroux2022,fewpair,draw3,scsemi5,DN2 / ABC B,0.245,0,650,55,11400,562,0.0,0.4824561403508772,0.0,,0.5,10,0,11
+giroux2022,fewpair,draw3,scsemi5,HSPC,0.281,0,16500,93,118953,148,0.0,0.07818213916420771,0.0,,0.5,11,0,11
+giroux2022,fewpair,draw3,scsemi5,Cytotoxic CD4 T,0.237,49,1793,51,23710,269,2.732849972113776,0.21509911429776465,12.705073105650516,0.3599098175867821,0.64,9,8,11
+giroux2022,fewpair,draw3,scsemi5,Granulocyte-like (LDG),0.281,0,16500,225,118953,1427,0.0,0.1891503366875993,0.0,,0.5,11,0,11
+giroux2022,fewpair,draw3,scsemi5,Platelet signal in monocytes (negative control),0.216,183,3890,893,18916,3476,4.704370179948586,4.720871220131106,0.9965046620818303,0.43636363636363645,0.8,11,11,11
+giroux2022,fewpair,draw3,lora5,C1Q-high monocyte (reference),0.767,4,2484,306,18916,336,0.1610305958132045,1.6176781560583633,0.09954427288897308,-0.4914033706918103,0.3,11,3,11
+giroux2022,fewpair,draw3,lora5,Cycling T/NK,0.987,29,11835,618,81861,622,0.24503591043514997,0.7549382489830322,0.3245774217497057,-0.018181818181818184,0.4,11,11,11
+giroux2022,fewpair,draw3,lora5,Cycling activated T (CD38/HLA-DR),0.957,22,10858,1088,69840,1129,0.20261558298029103,1.5578465063001146,0.13006132642778975,0.2961283309258334,0.64,11,9,11
+giroux2022,fewpair,draw3,lora5,Proliferating T (label),1.0,80,10858,743,69840,743,0.7367839381101492,1.063860252004582,0.6925570691468751,0.48181818181818187,0.68,11,11,11
+giroux2022,fewpair,draw3,lora5,Plasmablast (label),1.0,22,16500,415,118953,415,0.13333333333333333,0.3488772876682387,0.38217831325301205,0.0778498944161523,0.74,11,11,11
+giroux2022,fewpair,draw3,lora5,Plasmablast (markers),0.93,46,16500,2418,118953,2670,0.2787878787878788,2.0327356182694003,0.1371491089555606,-0.08145260639827644,0.56,11,11,11
+giroux2022,fewpair,draw3,lora5,MS1 monocyte (IL1R2+),0.767,4,2484,60,18916,86,0.1610305958132045,0.3171917953055614,0.5076757917337628,-0.30000000000000004,0.4,11,1,11
+giroux2022,fewpair,draw3,lora5,Cycling monocyte (Ye 2026),0.767,7,2484,378,18916,480,0.28180354267310787,1.998308310425037,0.14102105325937853,0.3469771179676268,0.6,11,5,11
+giroux2022,fewpair,draw3,lora5,ISG-high monocyte (positive control),0.767,426,2484,4675,18916,5442,17.14975845410628,24.714527384224994,0.6939140768296779,0.6818181818181819,0.84,11,11,11
+giroux2022,fewpair,draw3,lora5,ISG-high T,0.957,151,10858,2785,69840,2955,1.3906796831829067,3.9876861397479955,0.3487435155242162,0.861050069922808,0.96,11,9,11
+giroux2022,fewpair,draw3,lora5,DN2 / ABC B,0.907,13,1114,502,11400,562,1.1669658886894076,4.4035087719298245,0.265008189861738,-0.32178411951761654,0.4,11,7,11
+giroux2022,fewpair,draw3,lora5,HSPC,0.93,6,16500,148,118953,148,0.03636363636363636,0.12441888813228755,0.29226781326781326,-0.050964719143762556,0.5,11,5,11
+giroux2022,fewpair,draw3,lora5,Cytotoxic CD4 T,1.0,39,4458,269,23710,269,0.8748317631224765,1.1345423871784057,0.7710877733692906,0.30000000000000004,0.76,10,10,11
+giroux2022,fewpair,draw3,lora5,Granulocyte-like (LDG),0.93,2,16500,1311,118953,1427,0.012121212121212121,1.102115961766412,0.010998127730393176,0.0,0.5,11,1,11
+giroux2022,fewpair,draw3,lora5,Platelet signal in monocytes (negative control),0.767,64,2484,2798,18916,3476,2.576489533011272,14.791710721082682,0.17418468908663767,-0.10909090909090911,0.48,11,10,11
+giroux2022,fewpair,draw4,zs_raw,C1Q-high monocyte (reference),1.0,14,4533,412,21294,412,0.3088462386940216,1.934817319432704,0.15962552929006057,0.10942299786241164,0.7,10,8,10
+giroux2022,fewpair,draw4,zs_raw,Cycling T/NK,1.0,35,8648,723,68456,723,0.4047178538390379,1.056152857309805,0.3832000747220633,0.5030303030303029,0.64,10,9,10
+giroux2022,fewpair,draw4,zs_raw,Cycling activated T (CD38/HLA-DR),1.0,20,7459,1188,55877,1188,0.2681324574339724,2.1260983946883334,0.1261147922898828,0.17021355223041806,0.58,10,8,10
+giroux2022,fewpair,draw4,zs_raw,Proliferating T (label),1.0,58,7459,739,55877,739,0.7775841265585199,1.3225477387833993,0.5879440898472317,0.8060606060606059,0.84,10,10,10
+giroux2022,fewpair,draw4,zs_raw,Plasmablast (label),1.0,24,15000,229,101336,229,0.16,0.22598089523959897,0.7080244541484716,-0.17701588297094847,0.52,10,10,10
+giroux2022,fewpair,draw4,zs_raw,Plasmablast (markers),1.0,89,15000,2094,101336,2094,0.5933333333333334,2.066392989658167,0.2871347978350844,0.2378092989944506,0.64,10,10,10
+giroux2022,fewpair,draw4,zs_raw,MS1 monocyte (IL1R2+),1.0,9,4533,90,21294,90,0.1985440105890139,0.42265426880811496,0.46975512905360683,0.022370002552044604,0.4,10,3,10
+giroux2022,fewpair,draw4,zs_raw,Cycling monocyte (Ye 2026),1.0,9,4533,845,21294,845,0.1985440105890139,3.9682539682539684,0.0500330906684315,0.09693667772552661,0.6,10,3,10
+giroux2022,fewpair,draw4,zs_raw,ISG-high monocyte (positive control),1.0,2443,4533,10163,21294,10163,53.893668652106776,47.7270592655208,1.1292057269290188,0.7696969696969697,0.84,10,10,10
+giroux2022,fewpair,draw4,zs_raw,ISG-high T,1.0,333,7459,3605,55877,3605,4.46440541627564,6.451670633713334,0.6919766475595949,0.7333333333333332,0.84,10,10,10
+giroux2022,fewpair,draw4,zs_raw,DN2 / ABC B,1.0,38,1459,263,4890,263,2.6045236463331047,5.378323108384458,0.4842631418467256,-0.006097560975609756,0.5,10,8,10
+giroux2022,fewpair,draw4,zs_raw,HSPC,1.0,20,15000,71,101336,71,0.13333333333333333,0.07006394568563985,1.9030234741784038,0.025093293066994697,0.54,10,9,10
+giroux2022,fewpair,draw4,zs_raw,Cytotoxic CD4 T,1.0,35,5113,432,19449,432,0.6845296303539996,2.2211938917167977,0.3081809439989569,0.2121212121212121,0.72,10,9,10
+giroux2022,fewpair,draw4,zs_raw,Granulocyte-like (LDG),1.0,44,15000,1659,101336,1659,0.29333333333333333,1.6371279703165706,0.17917556761101064,0.8458240563416596,0.8,10,10,10
+giroux2022,fewpair,draw4,zs_raw,Platelet signal in monocytes (negative control),1.0,85,4533,2560,21294,2560,1.8751378777851313,12.022165868319714,0.1559733826935804,0.4545454545454545,0.64,10,10,10
+giroux2022,fewpair,draw4,zs_cal,C1Q-high monocyte (reference),0.827,11,3516,390,21294,412,0.31285551763367464,1.8315018315018314,0.17081911262798635,0.27799851904915146,0.56,10,5,10
+giroux2022,fewpair,draw4,zs_cal,Cycling T/NK,1.0,20,10646,723,68456,723,0.187863986473793,1.056152857309805,0.1778757546065003,0.791470623690405,0.92,10,7,10
+giroux2022,fewpair,draw4,zs_cal,Cycling activated T (CD38/HLA-DR),1.0,14,8743,1188,55877,1188,0.16012810248198558,2.1260983946883334,0.07531547123220461,0.12766016417281356,0.66,10,8,10
+giroux2022,fewpair,draw4,zs_cal,Proliferating T (label),1.0,49,8743,739,55877,739,0.5604483586869495,1.3225477387833993,0.42376418049189013,0.6079055436800646,0.92,10,8,10
+giroux2022,fewpair,draw4,zs_cal,Plasmablast (label),1.0,7,15000,229,101336,229,0.04666666666666667,0.22598089523959897,0.20650713245997088,-0.3026577796814937,0.42,10,5,10
+giroux2022,fewpair,draw4,zs_cal,Plasmablast (markers),1.0,20,15000,2094,101336,2094,0.13333333333333333,2.066392989658167,0.06452467367080547,-0.19756474308710298,0.4,10,8,10
+giroux2022,fewpair,draw4,zs_cal,MS1 monocyte (IL1R2+),0.827,33,3516,77,21294,90,0.9385665529010239,0.3616042077580539,2.5955631399317407,0.17150335289900864,0.64,10,3,10
+giroux2022,fewpair,draw4,zs_cal,Cycling monocyte (Ye 2026),0.827,3,3516,735,21294,845,0.08532423208191127,3.4516765285996054,0.024719648951730865,0.33734954246999327,0.7,10,2,10
+giroux2022,fewpair,draw4,zs_cal,ISG-high monocyte (positive control),0.827,2210,3516,9354,21294,10163,62.85551763367463,43.92786700479008,1.4308802571001364,0.8181818181818182,0.84,10,10,10
+giroux2022,fewpair,draw4,zs_cal,ISG-high T,1.0,546,8743,3605,55877,3605,6.244995996797438,6.451670633713334,0.9679657179280179,0.6969696969696969,0.8,10,10,10
+giroux2022,fewpair,draw4,zs_cal,DN2 / ABC B,0.871,10,584,214,4890,263,1.7123287671232876,4.376278118609407,0.3912751248239662,0.09203146787097731,0.4,10,7,10
+giroux2022,fewpair,draw4,zs_cal,HSPC,1.0,6,15000,71,101336,71,0.04,0.07006394568563985,0.5709070422535212,-0.02010075630518424,0.54,10,5,10
+giroux2022,fewpair,draw4,zs_cal,Cytotoxic CD4 T,1.0,54,2429,432,19449,432,2.2231370934540964,2.2211938917167977,1.0008748456154797,0.3696969696969697,0.64,10,9,10
+giroux2022,fewpair,draw4,zs_cal,Granulocyte-like (LDG),1.0,16,15000,1659,101336,1659,0.10666666666666667,1.6371279703165706,0.06515475185854933,0.589186114009488,0.82,10,6,10
+giroux2022,fewpair,draw4,zs_cal,Platelet signal in monocytes (negative control),0.827,45,3516,2164,21294,2560,1.2798634812286689,10.162487085564008,0.12593998599483955,0.6808542089216723,0.96,10,8,10
+giroux2022,fewpair,draw4,scsemi5,C1Q-high monocyte (reference),0.223,2,3057,232,21294,412,0.0654236179260713,1.0895087818164741,0.06004872931542079,-0.008649988268461367,0.48,10,2,10
+giroux2022,fewpair,draw4,scsemi5,Cycling T/NK,0.363,6,10768,478,68456,723,0.05572065378900446,0.6982587355381559,0.07979943673180104,0.12109983575845912,0.52,10,2,10
+giroux2022,fewpair,draw4,scsemi5,Cycling activated T (CD38/HLA-DR),0.348,18,8516,453,55877,1188,0.21136683889149835,0.8107092363584302,0.26071842950861485,0.16883245785979506,0.48,10,6,10
+giroux2022,fewpair,draw4,scsemi5,Proliferating T (label),1.0,750,8516,739,55877,739,8.806951620479099,1.3225477387833993,6.659080320669967,0.7696969696969697,0.84,10,10,10
+giroux2022,fewpair,draw4,scsemi5,Plasmablast (label),1.0,10,15000,229,101336,229,0.06666666666666667,0.22598089523959897,0.29501018922852984,0.4592381676435712,0.64,10,4,10
+giroux2022,fewpair,draw4,scsemi5,Plasmablast (markers),0.341,108,15000,505,101336,2094,0.72,0.4983421488908187,1.4447904950495047,0.5092407888860745,0.72,10,9,10
+giroux2022,fewpair,draw4,scsemi5,MS1 monocyte (IL1R2+),0.223,0,3057,11,21294,90,0.0,0.05165774396543627,0.0,,0.5,6,0,10
+giroux2022,fewpair,draw4,scsemi5,Cycling monocyte (Ye 2026),0.223,1,3057,235,21294,845,0.03271180896303565,1.1035972574434112,0.029641074896122607,-0.5222329678670935,0.4,10,1,10
+giroux2022,fewpair,draw4,scsemi5,ISG-high monocyte (positive control),0.223,427,3057,4469,21294,10163,13.967942427216226,20.987132525594063,0.6655479213361878,0.7531234192521683,0.8,10,3,10
+giroux2022,fewpair,draw4,scsemi5,ISG-high T,0.348,923,8516,1148,55877,3605,10.83842179426961,2.0545125901533727,5.275422426815357,0.7006490497453707,0.7,10,2,10
+giroux2022,fewpair,draw4,scsemi5,DN2 / ABC B,0.248,0,835,21,4890,263,0.0,0.4294478527607362,0.0,,0.5,9,0,10
+giroux2022,fewpair,draw4,scsemi5,HSPC,0.341,0,15000,41,101336,71,0.0,0.04045946159311597,0.0,,0.5,10,0,10
+giroux2022,fewpair,draw4,scsemi5,Cytotoxic CD4 T,0.27,45,1819,75,19449,432,2.473886750962067,0.3856239395341663,6.415283122594832,0.7173285415424762,1.0,8,7,10
+giroux2022,fewpair,draw4,scsemi5,Granulocyte-like (LDG),0.341,0,15000,365,101336,1659,0.0,0.36018788979237387,0.0,,0.5,10,0,10
+giroux2022,fewpair,draw4,scsemi5,Platelet signal in monocytes (negative control),0.223,29,3057,584,21294,2560,0.948642459928034,2.742556588710435,0.34589713256348553,-0.09090909090909088,0.56,10,9,10
+giroux2022,fewpair,draw4,lora5,C1Q-high monocyte (reference),0.829,5,2906,396,21294,412,0.1720578114246387,1.8596787827557058,0.09252017768879435,0.21166451001966485,0.54,10,4,10
+giroux2022,fewpair,draw4,lora5,Cycling T/NK,1.0,47,10713,723,68456,723,0.4387193129842248,1.056152857309805,0.41539376610854895,0.7212121212121211,0.88,10,10,10
+giroux2022,fewpair,draw4,lora5,Cycling activated T (CD38/HLA-DR),1.0,27,9403,1188,55877,1188,0.2871424013612677,2.1260983946883334,0.13505602660659558,0.4787878787878787,0.8,10,9,10
+giroux2022,fewpair,draw4,lora5,Proliferating T (label),1.0,92,9403,739,55877,739,0.9784111453791343,1.3225477387833993,0.7397926870142069,0.7696969696969697,0.92,10,10,10
+giroux2022,fewpair,draw4,lora5,Plasmablast (label),1.0,34,15000,229,101336,229,0.22666666666666666,0.22598089523959897,1.0030346433770014,0.3015741528993652,0.68,10,9,10
+giroux2022,fewpair,draw4,lora5,Plasmablast (markers),1.0,54,15000,2094,101336,2094,0.36,2.066392989658167,0.17421661891117476,0.46015733935488656,0.68,10,10,10
+giroux2022,fewpair,draw4,lora5,MS1 monocyte (IL1R2+),0.829,0,2906,74,21294,90,0.0,0.34751573213111675,0.0,,0.5,10,0,10
+giroux2022,fewpair,draw4,lora5,Cycling monocyte (Ye 2026),0.829,5,2906,734,21294,845,0.1720578114246387,3.446980370057293,0.04991551820812338,-0.15704141065975133,0.5,10,4,10
+giroux2022,fewpair,draw4,lora5,ISG-high monocyte (positive control),0.829,1130,2906,9398,21294,10163,38.88506538196834,44.13449798065183,0.8810582913850115,0.9393939393939393,1.0,10,10,10
+giroux2022,fewpair,draw4,lora5,ISG-high T,1.0,538,9403,3605,55877,3605,5.721578219717111,6.451670633713334,0.8868366884414232,0.9240164263936982,0.96,10,8,10
+giroux2022,fewpair,draw4,lora5,DN2 / ABC B,0.87,9,732,218,4890,263,1.2295081967213115,4.458077709611452,0.27579335238381714,-0.342649337432675,0.36,10,5,10
+giroux2022,fewpair,draw4,lora5,HSPC,1.0,5,15000,71,101336,71,0.03333333333333333,0.07006394568563985,0.47575586854460095,0.31333978072025614,0.6,10,5,10
+giroux2022,fewpair,draw4,lora5,Cytotoxic CD4 T,1.0,34,3799,432,19449,432,0.8949723611476704,2.2211938917167977,0.4029240150916908,-0.01818181818181818,0.6,10,9,10
+giroux2022,fewpair,draw4,lora5,Granulocyte-like (LDG),1.0,4,15000,1659,101336,1659,0.02666666666666667,1.6371279703165706,0.01628868796463733,0.6396021490668313,0.7,10,4,10
+giroux2022,fewpair,draw4,lora5,Platelet signal in monocytes (negative control),0.829,107,2906,2181,21294,2560,3.6820371644872676,10.24232178078332,0.3594924318229797,0.10303030303030303,0.48,10,10,10
+giroux2022,fivefold,fivefold,zs__raw,C1Q-high monocyte (reference),0.921,13,9862,864,47311,887,0.1318191036300953,1.8262137769229143,0.07218163902596572,-0.6268433087567684,0.2569444444444444,24,9,24
+giroux2022,fivefold,fivefold,zs__raw,Cycling T/NK,1.0,81,21035,1495,174095,1495,0.385072498217257,0.8587265573393836,0.4484227195794873,0.1843478260869565,0.5416666666666666,24,23,24
+giroux2022,fivefold,fivefold,zs__raw,Cycling activated T (CD38/HLA-DR),1.0,66,18185,2636,145034,2636,0.3629364861149299,1.8175048609291615,0.1996894170227342,0.2428199353052987,0.6597222222222222,24,21,24
+giroux2022,fivefold,fivefold,zs__raw,Proliferating T (label),1.0,170,18185,1731,145034,1731,0.9348364036293648,1.193513245170098,0.7832643729866048,0.46434782608695646,0.6597222222222222,24,24,24
+giroux2022,fivefold,fivefold,zs__raw,Plasmablast (label),1.0,58,36000,729,254250,729,0.16111111111111112,0.2867256637168142,0.5618998628257887,0.2289099529502227,0.6493055555555556,24,20,24
+giroux2022,fivefold,fivefold,zs__raw,Plasmablast (markers),1.0,225,36000,5194,254250,5194,0.625,2.0428711897738445,0.3059419522525992,0.0991058513366928,0.5659722222222222,24,24,24
+giroux2022,fivefold,fivefold,zs__raw,MS1 monocyte (IL1R2+),0.921,45,9862,200,47311,229,0.45629689718109917,0.42273467058400793,1.0793931251267492,-0.0786380727656414,0.625,24,13,24
+giroux2022,fivefold,fivefold,zs__raw,Cycling monocyte (Ye 2026),0.921,20,9862,1413,47311,1494,0.2027986209693774,2.986620447676016,0.06790237478189819,0.24993752342773864,0.6666666666666666,24,9,24
+giroux2022,fivefold,fivefold,zs__raw,ISG-high monocyte (positive control),0.921,4094,9862,15503,47311,16156,41.51287771243155,32.768277990319376,1.2668617412454681,0.7852173913043478,0.9027777777777778,24,24,24
+giroux2022,fivefold,fivefold,zs__raw,ISG-high T,1.0,515,18185,6688,145034,6688,2.8320043992301347,4.611332515134382,0.6141401406069728,0.5860869565217391,0.7430555555555556,24,24,24
+giroux2022,fivefold,fivefold,zs__raw,DN2 / ABC B,1.0,141,4191,874,17383,874,3.364352183249821,5.027900822642812,0.6691365446388059,0.1535450195737277,0.6180555555555556,24,22,24
+giroux2022,fivefold,fivefold,zs__raw,HSPC,1.0,22,36000,245,254250,245,0.06111111111111111,0.09636184857423795,0.6341836734693878,-0.31385844558054504,0.4861111111111111,24,14,24
+giroux2022,fivefold,fivefold,zs__raw,Cytotoxic CD4 T,1.0,74,12276,883,51648,883,0.6028022157054415,1.7096499380421313,0.3525880955464852,0.4655066218115695,0.7638888888888888,23,19,24
+giroux2022,fivefold,fivefold,zs__raw,Granulocyte-like (LDG),1.0,90,36000,3526,254250,3526,0.25,1.3868239921337266,0.18026800907543958,0.4610846693502123,0.6354166666666666,24,22,24
+giroux2022,fivefold,fivefold,zs__raw,Platelet signal in monocytes (negative control),0.921,174,9862,6104,47311,6548,1.7643480024335834,12.901862146223923,0.13675142258049683,0.41313329961199347,0.6631944444444444,24,24,24
+giroux2022,fivefold,fivefold,zs__cal,C1Q-high monocyte (reference),0.821,23,8004,839,47311,887,0.28735632183908044,1.7733719430999133,0.16203951063800637,0.046927532880563616,0.6631944444444444,24,12,24
+giroux2022,fivefold,fivefold,zs__cal,Cycling T/NK,0.944,25,25109,1459,174095,1495,0.09956589270779402,0.8380481920790374,0.118806882049098,0.437880269519857,0.6041666666666666,24,11,24
+giroux2022,fivefold,fivefold,zs__cal,Cycling activated T (CD38/HLA-DR),0.95,20,20215,2515,145034,2636,0.09893643334157803,1.7340761476619275,0.057054261126291965,0.3233302971468208,0.625,24,15,24
+giroux2022,fivefold,fivefold,zs__cal,Proliferating T (label),1.0,223,20215,1731,145034,1731,1.1031412317585951,1.193513245170098,0.9242806782604049,0.2773913043478261,0.5555555555555556,24,23,24
+giroux2022,fivefold,fivefold,zs__cal,Plasmablast (label),1.0,48,36000,729,254250,729,0.13333333333333333,0.2867256637168142,0.4650205761316872,0.46343808178713763,0.6840277777777778,24,15,24
+giroux2022,fivefold,fivefold,zs__cal,Plasmablast (markers),0.918,87,36000,4610,254250,5194,0.24166666666666667,1.8131760078662733,0.13328362255965293,0.1612567687353623,0.6215277777777778,24,22,24
+giroux2022,fivefold,fivefold,zs__cal,MS1 monocyte (IL1R2+),0.821,122,8004,171,47311,229,1.5242378810594703,0.3614381433493268,4.2171472743160585,0.23105060140438274,0.6319444444444444,24,14,24
+giroux2022,fivefold,fivefold,zs__cal,Cycling monocyte (Ye 2026),0.821,6,8004,1262,47311,1494,0.07496251874062969,2.66745577138509,0.02810262855893765,0.10687808428852835,0.46875,24,6,24
+giroux2022,fivefold,fivefold,zs__cal,ISG-high monocyte (positive control),0.821,4231,8004,14632,47311,16156,52.86106946526736,30.927268499926022,1.7092058894691526,0.7713043478260868,0.9027777777777778,24,24,24
+giroux2022,fivefold,fivefold,zs__cal,ISG-high T,0.95,876,20215,6356,145034,6688,4.333415780361118,4.382420673773046,0.9888178481574803,0.8104347826086956,0.9166666666666666,24,23,24
+giroux2022,fivefold,fivefold,zs__cal,DN2 / ABC B,0.786,18,2132,641,17383,874,0.8442776735459663,3.687510786400506,0.22895598750779303,-0.02834628204342888,0.5208333333333334,24,13,24
+giroux2022,fivefold,fivefold,zs__cal,HSPC,0.918,7,36000,233,254250,245,0.019444444444444445,0.09164208456243854,0.21217811158798286,-0.1522933922103135,0.5416666666666666,24,7,24
+giroux2022,fivefold,fivefold,zs__cal,Cytotoxic CD4 T,1.0,148,5617,883,51648,883,2.6348584653729747,1.7096499380421313,1.5411684033927906,0.3872934452002076,0.6458333333333334,23,21,24
+giroux2022,fivefold,fivefold,zs__cal,Granulocyte-like (LDG),0.918,29,36000,3136,254250,3526,0.08055555555555556,1.2334316617502459,0.06531010841836735,0.3546697182319696,0.7152777777777778,24,16,24
+giroux2022,fivefold,fivefold,zs__cal,Platelet signal in monocytes (negative control),0.821,116,8004,5555,47311,6548,1.4492753623188406,11.74145547547082,0.12343234323432344,0.3539130434782608,0.7083333333333334,24,23,24
+giroux2022,fivefold,fivefold,scsemi__raw,C1Q-high monocyte (reference),0.217,7,8378,468,47311,887,0.083552160420148,0.9891991291665786,0.08446445003499192,0.015917704399294776,0.4583333333333333,24,5,24
+giroux2022,fivefold,fivefold,scsemi__raw,Cycling T/NK,0.314,20,24620,895,174095,1495,0.08123476848090982,0.5140871363336109,0.15801750858864802,0.6155412332083554,0.7118055555555556,24,10,24
+giroux2022,fivefold,fivefold,scsemi__raw,Cycling activated T (CD38/HLA-DR),0.29,34,19963,853,145034,2636,0.17031508290337125,0.5881379538590951,0.28958356077148356,0.3980207625755187,0.5694444444444444,24,14,24
+giroux2022,fivefold,fivefold,scsemi__raw,Proliferating T (label),1.0,1025,19963,1731,145034,1731,5.134498822822221,1.193513245170098,4.302004057014431,0.5226086956521738,0.625,24,24,24
+giroux2022,fivefold,fivefold,scsemi__raw,Plasmablast (label),1.0,31,36000,729,254250,729,0.08611111111111111,0.2867256637168142,0.3003257887517147,-0.08443680374663592,0.5486111111111112,24,13,24
+giroux2022,fivefold,fivefold,scsemi__raw,Plasmablast (markers),0.296,242,36000,1276,254250,5194,0.6722222222222223,0.5018682399213372,1.339439655172414,0.32824347562979206,0.6284722222222222,24,23,24
+giroux2022,fivefold,fivefold,scsemi__raw,MS1 monocyte (IL1R2+),0.217,0,8378,13,47311,229,0.0,0.027477753587960518,0.0,,,7,0,24
+giroux2022,fivefold,fivefold,scsemi__raw,Cycling monocyte (Ye 2026),0.217,14,8378,449,47311,1494,0.167104320840296,0.9490393354610979,0.1760773390484464,-0.06962794124274586,0.5138888888888888,24,4,24
+giroux2022,fivefold,fivefold,scsemi__raw,ISG-high monocyte (positive control),0.217,2193,8378,6122,47311,16156,26.175698257340652,12.939908266576483,2.0228658285740666,0.6685435847703807,0.7083333333333334,24,5,24
+giroux2022,fivefold,fivefold,scsemi__raw,ISG-high T,0.29,1057,19963,1345,145034,6688,5.294795371437159,0.9273687549126411,5.709482170267784,0.7101745039685362,0.7083333333333334,23,5,24
+giroux2022,fivefold,fivefold,scsemi__raw,DN2 / ABC B,0.247,1,2042,106,17383,874,0.04897159647404505,0.6097911752861992,0.08030879825550237,0.015094160507049368,0.5416666666666666,20,1,24
+giroux2022,fivefold,fivefold,scsemi__raw,HSPC,0.296,3,36000,149,254250,245,0.008333333333333333,0.058603736479842676,0.1421979865771812,-0.10244403821064976,0.4965277777777778,24,2,24
+giroux2022,fivefold,fivefold,scsemi__raw,Cytotoxic CD4 T,0.244,134,4253,116,51648,883,3.150717140841759,0.22459727385377942,14.028296456051308,0.6280487804878049,0.8194444444444444,21,19,24
+giroux2022,fivefold,fivefold,scsemi__raw,Granulocyte-like (LDG),0.296,0,36000,613,254250,3526,0.0,0.24110127826941985,0.0,,0.5,24,0,24
+giroux2022,fivefold,fivefold,scsemi__raw,Platelet signal in monocytes (negative control),0.217,374,8378,1578,47311,6548,4.4640725710193365,3.3353765509078226,1.3384013777407848,0.32695652173913037,0.6180555555555556,24,23,24
+giroux2022,fivefold,fivefold,real_lora__raw,C1Q-high monocyte (reference),0.834,14,5840,839,47311,887,0.23972602739726026,1.7733719430999133,0.13518090681992587,0.16068150488325367,0.5625,24,10,24
+giroux2022,fivefold,fivefold,real_lora__raw,Cycling T/NK,1.0,64,26390,1495,174095,1495,0.2425161045850701,0.8587265573393836,0.2824136536972427,0.3695652173913043,0.6597222222222222,24,24,24
+giroux2022,fivefold,fivefold,real_lora__raw,Cycling activated T (CD38/HLA-DR),0.996,58,23879,2626,145034,2636,0.24289124335189916,1.8106099259483983,0.13414885220220618,0.5869565217391304,0.7638888888888888,24,24,24
+giroux2022,fivefold,fivefold,real_lora__raw,Proliferating T (label),1.0,187,23879,1731,145034,1731,0.7831148708069852,1.193513245170098,0.6561425890965932,0.5913043478260869,0.6458333333333334,24,24,24
+giroux2022,fivefold,fivefold,real_lora__raw,Plasmablast (label),1.0,52,36000,729,254250,729,0.14444444444444443,0.2867256637168142,0.5037722908093277,0.24766608972435747,0.5,24,23,24
+giroux2022,fivefold,fivefold,real_lora__raw,Plasmablast (markers),0.976,88,36000,5012,254250,5194,0.24444444444444444,1.9712881022615536,0.12400239425379089,0.2538655899416145,0.5555555555555556,24,23,24
+giroux2022,fivefold,fivefold,real_lora__raw,MS1 monocyte (IL1R2+),0.834,2,5840,165,47311,229,0.03424657534246575,0.34875610323180656,0.09819634703196346,-0.19219589469608628,0.4166666666666667,24,2,24
+giroux2022,fivefold,fivefold,real_lora__raw,Cycling monocyte (Ye 2026),0.834,6,5840,1247,47311,1494,0.10273972602739725,2.6357506710912895,0.03897930375366633,0.2301944943898014,0.5347222222222222,24,5,24
+giroux2022,fivefold,fivefold,real_lora__raw,ISG-high monocyte (positive control),0.834,1534,5840,14694,47311,16156,26.267123287671232,31.058316247807063,0.8457355858602243,0.6113043478260869,0.8194444444444444,24,23,24
+giroux2022,fivefold,fivefold,real_lora__raw,ISG-high T,0.996,571,23879,6653,145034,6688,2.3912224129988693,4.587200242701711,0.5212814541513272,0.5465624350241132,0.7222222222222222,24,21,24
+giroux2022,fivefold,fivefold,real_lora__raw,DN2 / ABC B,0.905,15,1827,781,17383,874,0.8210180623973727,4.4928953575332224,0.18273696515561497,-0.15737425276065312,0.4166666666666667,24,11,24
+giroux2022,fivefold,fivefold,real_lora__raw,HSPC,0.976,2,36000,244,254250,245,0.005555555555555556,0.09596853490658801,0.057889344262295084,0.4355724051843767,0.5833333333333334,24,2,24
+giroux2022,fivefold,fivefold,real_lora__raw,Cytotoxic CD4 T,1.0,102,9576,883,51648,883,1.0651629072681705,1.7096499380421313,0.6230298282512624,0.30180474729549844,0.6006944444444444,23,22,24
+giroux2022,fivefold,fivefold,real_lora__raw,Granulocyte-like (LDG),0.976,9,36000,3407,254250,3526,0.025,1.3400196656833825,0.018656442618139125,-0.02903205372389716,0.4722222222222222,24,7,24
+giroux2022,fivefold,fivefold,real_lora__raw,Platelet signal in monocytes (negative control),0.834,176,5840,5553,47311,6548,3.0136986301369864,11.737228128764981,0.25676408408141715,0.13217391304347825,0.5902777777777778,24,24,24
+ji2025_chili,fewpair,draw0,zs_raw,C1Q-high monocyte (reference),0.31,40,19488,821,22847,1097,0.20525451559934318,3.593469602135948,0.057118756612645476,0.24865050201568775,0.6041666666666666,25,20,25
+ji2025_chili,fewpair,draw0,zs_raw,Cycling T/NK,0.418,60,12229,241,59070,435,0.49063701038515006,0.4079905197223633,1.202569634997959,0.44298921417565484,0.7777777777777778,22,20,25
+ji2025_chili,fewpair,draw0,zs_raw,Cycling activated T (CD38/HLA-DR),0.411,39,11383,391,44851,868,0.342616182025828,0.8717754342155136,0.3930096772388852,0.5748594381277277,0.8159722222222222,25,17,25
+ji2025_chili,fewpair,draw0,zs_raw,Proliferating T (label),1.0,534,11383,587,44851,587,4.691206184661337,1.3087779536688144,3.5844171820825492,0.34153846153846157,0.6666666666666666,25,25,25
+ji2025_chili,fewpair,draw0,zs_raw,Plasmablast (label),1.0,315,37500,428,89679,428,0.84,0.4772577749528875,1.7600551401869158,-0.3077559801380175,0.3125,24,24,25
+ji2025_chili,fewpair,draw0,zs_raw,Plasmablast (markers),0.382,288,37500,589,89679,991,0.768,0.6567869846898382,1.169328896434635,-0.2574185895857762,0.3854166666666667,25,25,25
+ji2025_chili,fewpair,draw0,zs_raw,MS1 monocyte (IL1R2+),0.31,54,19488,1054,22847,4095,0.2770935960591133,4.613297150610584,0.06006411185163721,0.4091760185400336,0.7673611111111112,16,14,25
+ji2025_chili,fewpair,draw0,zs_raw,Cycling monocyte (Ye 2026),0.31,33,19488,154,22847,340,0.16933497536945813,0.6740491092922485,0.25122053131597466,0.2239398931197188,0.6527777777777778,24,19,25
+ji2025_chili,fewpair,draw0,zs_raw,ISG-high monocyte (positive control),0.31,2416,19488,338,22847,2321,12.397372742200329,1.4794064866284413,8.379963758610973,0.5126932815628308,0.8055555555555556,19,19,25
+ji2025_chili,fewpair,draw0,zs_raw,ISG-high T,0.411,133,11383,37,44851,220,1.168409031011157,0.082495373570266,14.163327959427406,0.34108082409090484,,12,10,25
+ji2025_chili,fewpair,draw0,zs_raw,DN2 / ABC B,0.374,19,1957,34,4424,152,0.970873786407767,0.7685352622061483,1.2632781267846944,-0.008675690553120828,,12,4,25
+ji2025_chili,fewpair,draw0,zs_raw,HSPC,0.382,34,37500,203,89679,313,0.09066666666666667,0.22636291662485086,0.40053674876847295,0.5559473359141037,0.8055555555555556,23,13,25
+ji2025_chili,fewpair,draw0,zs_raw,Cytotoxic CD4 T,0.514,8,3309,42,27429,79,0.24176488365064974,0.15312260745925846,1.5788973794413503,-0.06103924135686291,0.4583333333333333,18,6,25
+ji2025_chili,fewpair,draw0,zs_raw,Granulocyte-like (LDG),0.382,49,37500,236,89679,1001,0.13066666666666665,0.2631608291796296,0.49652779661016944,0.10529976195181846,0.4930555555555556,20,16,25
+ji2025_chili,fewpair,draw0,zs_raw,Platelet signal in monocytes (negative control),0.31,106,19488,2146,22847,5093,0.5439244663382594,9.392918107410162,0.05790793235056018,0.38224223135952007,0.7152777777777778,25,20,25
+ji2025_chili,fewpair,draw0,zs_cal,C1Q-high monocyte (reference),0.381,32,11313,860,22847,1097,0.28286042605851675,3.7641703505930755,0.07514549016463874,0.014964805693001175,0.4722222222222222,25,16,25
+ji2025_chili,fewpair,draw0,zs_cal,Cycling T/NK,0.562,33,19703,293,59070,435,0.1674871846926864,0.49602166920602675,0.33766102388385616,-0.02697783526250122,0.4340277777777778,24,16,25
+ji2025_chili,fewpair,draw0,zs_cal,Cycling activated T (CD38/HLA-DR),0.554,29,18281,481,44851,868,0.15863464799518626,1.0724398564134578,0.14791938871584406,0.1277860898155092,0.5694444444444444,24,18,25
+ji2025_chili,fewpair,draw0,zs_cal,Proliferating T (label),1.0,221,18281,587,44851,587,1.2089054209288332,1.3087779536688144,0.9236902390814157,0.2276923076923077,0.5833333333333334,25,24,25
+ji2025_chili,fewpair,draw0,zs_cal,Plasmablast (label),1.0,115,37500,428,89679,428,0.30666666666666664,0.4772577749528875,0.6425598130841121,-0.007355947160673012,0.4305555555555556,24,23,25
+ji2025_chili,fewpair,draw0,zs_cal,Plasmablast (markers),0.507,105,37500,671,89679,991,0.28,0.7482242219471671,0.37421937406855443,0.003896688870539373,0.4583333333333333,25,25,25
+ji2025_chili,fewpair,draw0,zs_cal,MS1 monocyte (IL1R2+),0.381,4,11313,1430,22847,4095,0.03535755325731459,6.259027443428021,0.005649049085803263,0.15149101034571733,0.5034722222222222,18,3,25
+ji2025_chili,fewpair,draw0,zs_cal,Cycling monocyte (Ye 2026),0.381,4,11313,165,22847,340,0.03535755325731459,0.7221954742416947,0.048958425410294944,0.07121626494355843,0.5138888888888888,21,4,25
+ji2025_chili,fewpair,draw0,zs_cal,ISG-high monocyte (positive control),0.381,304,11313,524,22847,2321,2.687174047555909,2.2935177485008973,1.1716386539028598,0.39073650316750935,0.7708333333333334,20,20,25
+ji2025_chili,fewpair,draw0,zs_cal,ISG-high T,0.554,16,18281,67,44851,220,0.08752256441113725,0.1493835143029141,0.5858917218513308,0.401085094408492,0.6527777777777778,18,6,25
+ji2025_chili,fewpair,draw0,zs_cal,DN2 / ABC B,0.508,9,3204,61,4424,152,0.2808988764044944,1.3788426763110306,0.20372075888745628,0.2750051888260993,0.5416666666666666,18,6,25
+ji2025_chili,fewpair,draw0,zs_cal,HSPC,0.507,53,37500,252,89679,313,0.14133333333333334,0.28100224132740104,0.5029615873015874,0.24875965861766708,0.6354166666666666,23,16,25
+ji2025_chili,fewpair,draw0,zs_cal,Cytotoxic CD4 T,0.65,58,7198,49,27429,79,0.8057793831619895,0.17864304203580153,4.510555653214328,-0.14697855750487326,0.4340277777777778,19,15,25
+ji2025_chili,fewpair,draw0,zs_cal,Granulocyte-like (LDG),0.507,5,37500,379,89679,1001,0.013333333333333334,0.42261845025033734,0.03154934036939314,-0.06517861419401112,0.4270833333333333,24,4,25
+ji2025_chili,fewpair,draw0,zs_cal,Platelet signal in monocytes (negative control),0.381,53,11313,2592,22847,5093,0.46848758065941837,11.345034358996806,0.04129450522888013,0.23313592026991303,0.6458333333333334,25,16,25
+ji2025_chili,fewpair,draw0,scsemi5,C1Q-high monocyte (reference),0.721,63,8629,1032,22847,1097,0.7300961872754664,4.51700442071169,0.1616328254911103,0.2989252780195754,0.6527777777777778,25,9,25
+ji2025_chili,fewpair,draw0,scsemi5,Cycling T/NK,1.0,4,23868,435,59070,435,0.01675884028825205,0.7364144235652615,0.02275734932935744,-0.21245914639969937,0.4583333333333333,24,2,25
+ji2025_chili,fewpair,draw0,scsemi5,Cycling activated T (CD38/HLA-DR),1.0,4,19099,868,44851,868,0.02094350489554427,1.9352968718646184,0.010821856429378525,0.2827340948242153,0.5833333333333334,25,2,25
+ji2025_chili,fewpair,draw0,scsemi5,Proliferating T (label),1.0,83,19099,587,44851,587,0.43457772658254357,1.3087779536688144,0.3320484772564508,0.15345433109720083,0.5416666666666666,25,12,25
+ji2025_chili,fewpair,draw0,scsemi5,Plasmablast (label),1.0,184,37500,428,89679,428,0.49066666666666664,0.4772577749528875,1.0280957009345795,0.10386578880859211,0.5104166666666666,24,10,25
+ji2025_chili,fewpair,draw0,scsemi5,Plasmablast (markers),0.962,245,37500,967,89679,991,0.6533333333333333,1.0782903466809397,0.6058974146845916,0.054566344285699044,0.5625,25,16,25
+ji2025_chili,fewpair,draw0,scsemi5,MS1 monocyte (IL1R2+),0.721,5,8629,3084,22847,4095,0.05794414184725924,13.498489954917495,0.004292638809287716,0.1054521064544387,0.5416666666666666,23,1,25
+ji2025_chili,fewpair,draw0,scsemi5,Cycling monocyte (Ye 2026),0.721,0,8629,263,22847,340,0.0,1.15113581651858,0.0,,0.5,25,0,25
+ji2025_chili,fewpair,draw0,scsemi5,ISG-high monocyte (positive control),0.721,0,8629,1503,22847,2321,0.0,6.578544229001619,0.0,,0.5,24,0,25
+ji2025_chili,fewpair,draw0,scsemi5,ISG-high T,1.0,1,19099,220,44851,220,0.005235876223886067,0.4905130320394194,0.010674285659887,0.33994470682450245,0.5416666666666666,22,1,25
+ji2025_chili,fewpair,draw0,scsemi5,DN2 / ABC B,0.874,0,1132,129,4424,152,0.0,2.9159132007233275,0.0,,0.5,23,0,25
+ji2025_chili,fewpair,draw0,scsemi5,HSPC,0.962,2,37500,310,89679,313,0.005333333333333333,0.3456773603630727,0.015428645161290323,-0.1415618553199312,0.4583333333333333,23,1,25
+ji2025_chili,fewpair,draw0,scsemi5,Cytotoxic CD4 T,0.941,119,13876,73,27429,79,0.8575958489478236,0.2661416748696635,3.222328293258884,-0.05678567676745784,0.4722222222222222,22,10,25
+ji2025_chili,fewpair,draw0,scsemi5,Granulocyte-like (LDG),0.962,0,37500,936,89679,1001,0.0,1.0437226106446325,0.0,,0.5,25,0,25
+ji2025_chili,fewpair,draw0,scsemi5,Platelet signal in monocytes (negative control),0.721,212,8629,4104,22847,5093,2.456831614323792,17.96297106841161,0.13677200753522337,0.372482566929229,0.5694444444444444,25,11,25
+ji2025_chili,fewpair,draw0,lora5,C1Q-high monocyte (reference),0.669,250,9802,1014,22847,1097,2.550499897980004,4.438219459885324,0.5746673685320429,-0.1423076923076923,0.4166666666666667,25,25,25
+ji2025_chili,fewpair,draw0,lora5,Cycling T/NK,0.996,47,22573,434,59070,435,0.20821335223497098,0.7347215168444219,0.2833908460027589,0.04616272445462152,0.4722222222222222,24,22,25
+ji2025_chili,fewpair,draw0,lora5,Cycling activated T (CD38/HLA-DR),1.0,42,17917,868,44851,868,0.2344142434559357,1.9352968718646184,0.1211257284935734,-0.4000029815034977,0.22916666666666666,25,20,25
+ji2025_chili,fewpair,draw0,lora5,Proliferating T (label),1.0,206,17917,587,44851,587,1.149746051236256,1.3087779536688144,0.8784882477682678,0.17615384615384613,0.5277777777777778,25,25,25
+ji2025_chili,fewpair,draw0,lora5,Plasmablast (label),1.0,166,37500,428,89679,428,0.44266666666666665,0.4772577749528875,0.9275211214953271,-0.018242559715261942,0.4305555555555556,24,22,25
+ji2025_chili,fewpair,draw0,lora5,Plasmablast (markers),0.898,199,37500,913,89679,991,0.5306666666666666,1.018075580682211,0.5212448630887184,0.04025628841937923,0.4583333333333333,25,24,25
+ji2025_chili,fewpair,draw0,lora5,MS1 monocyte (IL1R2+),0.669,731,9802,2864,22847,4095,7.457661701693532,12.535562655928569,0.5949203802325144,0.5004808709621883,0.7638888888888888,24,23,25
+ji2025_chili,fewpair,draw0,lora5,Cycling monocyte (Ye 2026),0.669,2,9802,246,22847,340,0.020403999183840033,1.076727797960345,0.018950006884276147,-0.2288021576612147,0.4166666666666667,24,2,25
+ji2025_chili,fewpair,draw0,lora5,ISG-high monocyte (positive control),0.669,55,9802,1326,22847,2321,0.5611099775556009,5.803825447542347,0.09667933376480252,0.4401722053549841,0.7569444444444444,23,18,25
+ji2025_chili,fewpair,draw0,lora5,ISG-high T,1.0,15,17917,220,44851,220,0.08371937266283418,0.4905130320394194,0.17067716287730797,0.3718859700298273,0.5972222222222222,22,6,25
+ji2025_chili,fewpair,draw0,lora5,DN2 / ABC B,0.857,16,2782,120,4424,152,0.5751258087706685,2.7124773960216997,0.21202971483345315,0.06102759099623629,0.6180555555555556,22,11,25
+ji2025_chili,fewpair,draw0,lora5,HSPC,0.898,143,37500,311,89679,313,0.38133333333333336,0.34679244862230846,1.0996010289389069,0.32372393565979496,0.5625,23,19,25
+ji2025_chili,fewpair,draw0,lora5,Cytotoxic CD4 T,1.0,29,11749,79,27429,79,0.24682951740573666,0.28801633307812896,0.8569983332812597,0.03221685867850809,0.5590277777777778,22,14,25
+ji2025_chili,fewpair,draw0,lora5,Granulocyte-like (LDG),0.898,3,37500,868,89679,1001,0.008,0.9678966090166037,0.008265345622119816,-0.3105172139687914,0.4166666666666667,25,2,25
+ji2025_chili,fewpair,draw0,lora5,Platelet signal in monocytes (negative control),0.669,677,9802,3898,22847,5093,6.906753723729851,17.061320961176524,0.40481940052861953,0.06769230769230769,0.5416666666666666,25,24,25
+ji2025_chili,fewpair,draw1,zs_raw,C1Q-high monocyte (reference),0.328,43,20736,1145,30700,1532,0.20736882716049382,3.729641693811075,0.05560020081945118,0.2179268385603073,0.4970414201183432,26,23,26
+ji2025_chili,fewpair,draw1,zs_raw,Cycling T/NK,0.436,63,12222,256,65277,464,0.5154639175257731,0.3921748854879973,1.3143725837628866,0.3617062012054832,0.6745562130177515,24,20,26
+ji2025_chili,fewpair,draw1,zs_raw,Cycling activated T (CD38/HLA-DR),0.426,44,11353,441,49230,923,0.38756275874218266,0.8957952468007313,0.4326465898611712,0.4181110394407171,0.6893491124260355,26,19,26
+ji2025_chili,fewpair,draw1,zs_raw,Proliferating T (label),1.0,565,11353,686,49230,686,4.9766581520303,1.3934592728011375,3.571441411435156,0.32512820512820506,0.6804733727810651,26,26,26
+ji2025_chili,fewpair,draw1,zs_raw,Plasmablast (label),1.0,367,39000,694,106230,694,0.941025641025641,0.6532994446013367,1.440420084238528,-0.4373392587794853,0.257396449704142,26,26,26
+ji2025_chili,fewpair,draw1,zs_raw,Plasmablast (markers),0.396,325,39000,867,106230,1371,0.8333333333333334,0.8161536289183846,1.021049596309112,-0.27898711641509105,0.3727810650887574,26,26,26
+ji2025_chili,fewpair,draw1,zs_raw,MS1 monocyte (IL1R2+),0.328,66,20736,2065,30700,7673,0.31828703703703703,6.726384364820847,0.04731918662003408,0.5970684367697197,0.7928994082840237,20,19,26
+ji2025_chili,fewpair,draw1,zs_raw,Cycling monocyte (Ye 2026),0.328,38,20736,153,30700,411,0.18325617283950618,0.498371335504886,0.3677100984426693,0.4051635111876076,0.6390532544378699,21,19,26
+ji2025_chili,fewpair,draw1,zs_raw,ISG-high monocyte (positive control),0.328,2484,20736,371,30700,2417,11.979166666666666,1.208469055374593,9.912679694519316,0.5135536222421626,0.7455621301775148,21,21,26
+ji2025_chili,fewpair,draw1,zs_raw,ISG-high T,0.426,137,11353,40,49230,227,1.206729498810887,0.08125126955108673,14.851823306614993,0.28898733144168776,0.6272189349112426,15,13,26
+ji2025_chili,fewpair,draw1,zs_raw,DN2 / ABC B,0.398,22,2075,43,6059,179,1.0602409638554218,0.7096880673378445,1.493953488372093,0.019558881405396217,0.514792899408284,16,8,26
+ji2025_chili,fewpair,draw1,zs_raw,HSPC,0.396,29,39000,326,106230,488,0.07435897435897436,0.3068812953026452,0.24230533270410573,0.6581547377220346,0.8136094674556213,24,14,26
+ji2025_chili,fewpair,draw1,zs_raw,Cytotoxic CD4 T,0.518,7,3143,46,29923,80,0.22271714922049,0.15372790161414296,1.4487750556792875,0.12837037233781007,0.5266272189349113,18,6,26
+ji2025_chili,fewpair,draw1,zs_raw,Granulocyte-like (LDG),0.396,46,39000,251,106230,1143,0.11794871794871795,0.23627977030970534,0.49919092859331904,-0.1337927570928789,0.39349112426035504,22,19,26
+ji2025_chili,fewpair,draw1,zs_raw,Platelet signal in monocytes (negative control),0.328,115,20736,2806,30700,6717,0.5545910493827161,9.140065146579804,0.0606769252175673,0.3366443291491366,0.7751479289940828,26,22,26
+ji2025_chili,fewpair,draw1,zs_cal,C1Q-high monocyte (reference),0.382,24,10939,1211,30700,1532,0.21939848249382943,3.9446254071661238,0.05561959878249846,0.2976382454712342,0.6804733727810651,26,18,26
+ji2025_chili,fewpair,draw1,zs_cal,Cycling T/NK,0.553,63,20503,301,65277,464,0.3072721065209969,0.4611118770776843,0.6663721361252862,0.4477272286237668,0.6597633136094675,23,18,26
+ji2025_chili,fewpair,draw1,zs_cal,Cycling activated T (CD38/HLA-DR),0.543,51,18385,531,49230,923,0.2774000543921675,1.0786106032906764,0.2571827622923994,0.3363775462283429,0.7337278106508875,25,19,26
+ji2025_chili,fewpair,draw1,zs_cal,Proliferating T (label),1.0,329,18385,686,49230,686,1.78950231166712,1.3934592728011375,1.284215725996681,0.41128205128205125,0.7159763313609467,26,26,26
+ji2025_chili,fewpair,draw1,zs_cal,Plasmablast (label),1.0,250,39000,694,106230,694,0.6410256410256411,0.6532994446013367,0.9812125914431391,0.10784934759380471,0.5325443786982249,26,25,26
+ji2025_chili,fewpair,draw1,zs_cal,Plasmablast (markers),0.496,232,39000,956,106230,1371,0.5948717948717949,0.8999341052433399,0.661017058255552,0.07417656334328401,0.4319526627218935,26,25,26
+ji2025_chili,fewpair,draw1,zs_cal,MS1 monocyte (IL1R2+),0.382,9,10939,2603,30700,7673,0.08227443093518604,8.478827361563518,0.009703515288936655,0.4754176873504373,0.7307692307692307,19,6,26
+ji2025_chili,fewpair,draw1,zs_cal,Cycling monocyte (Ye 2026),0.382,7,10939,194,30700,411,0.06399122406070025,0.6319218241042345,0.10126446281770607,0.12472690638895657,0.5502958579881657,24,5,26
+ji2025_chili,fewpair,draw1,zs_cal,ISG-high monocyte (positive control),0.382,400,10939,519,30700,2417,3.656641374897157,1.6905537459283388,2.162984397097162,0.42786296949393654,0.7100591715976331,21,20,26
+ji2025_chili,fewpair,draw1,zs_cal,ISG-high T,0.543,27,18385,66,49230,227,0.14685885232526516,0.1340645947592931,1.0954335302989098,0.3408623805592501,0.621301775147929,15,5,26
+ji2025_chili,fewpair,draw1,zs_cal,DN2 / ABC B,0.533,24,4412,62,6059,179,0.543970988213962,1.0232711668592176,0.5316000350949025,0.2503898187038804,0.650887573964497,18,13,26
+ji2025_chili,fewpair,draw1,zs_cal,HSPC,0.496,21,39000,374,106230,488,0.05384615384615385,0.35206627129812673,0.15294323323735087,0.11016177982004642,0.650887573964497,24,10,26
+ji2025_chili,fewpair,draw1,zs_cal,Cytotoxic CD4 T,0.619,25,5634,53,29923,80,0.44373446929357474,0.17712127794672994,2.505257834843705,0.17385368159304002,0.5443786982248521,22,11,26
+ji2025_chili,fewpair,draw1,zs_cal,Granulocyte-like (LDG),0.496,10,39000,392,106230,1143,0.02564102564102564,0.36901063729643224,0.06948587127158556,0.3289780976489843,0.6597633136094675,24,6,26
+ji2025_chili,fewpair,draw1,zs_cal,Platelet signal in monocytes (negative control),0.382,43,10939,3311,30700,6717,0.3930889478014444,10.785016286644952,0.03644769162640997,0.24248150767411733,0.5710059171597633,26,18,26
+ji2025_chili,fewpair,draw1,scsemi5,C1Q-high monocyte (reference),0.971,24,8582,1518,30700,1532,0.2796550920531345,4.944625407166124,0.05655738686450085,-0.03980421504536627,0.41124260355029585,26,10,26
+ji2025_chili,fewpair,draw1,scsemi5,Cycling T/NK,1.0,1,23478,464,65277,464,0.00425930658488798,0.7108169799469951,0.005992128360813204,0.25333333333333335,0.5384615384615384,25,1,26
+ji2025_chili,fewpair,draw1,scsemi5,Cycling activated T (CD38/HLA-DR),1.0,5,19692,923,49230,923,0.025391021734714605,1.8748730448913264,0.013542795232936078,0.1595417800872994,0.5384615384615384,26,3,26
+ji2025_chili,fewpair,draw1,scsemi5,Proliferating T (label),1.0,100,19692,686,49230,686,0.507820434694292,1.3934592728011375,0.36443148688046645,0.22930479940029777,0.6153846153846154,26,15,26
+ji2025_chili,fewpair,draw1,scsemi5,Plasmablast (label),1.0,30,39000,694,106230,694,0.07692307692307693,0.6532994446013367,0.11774551097317669,-0.11978672907593209,0.3757396449704142,26,10,26
+ji2025_chili,fewpair,draw1,scsemi5,Plasmablast (markers),1.0,77,39000,1371,106230,1371,0.19743589743589743,1.2905958768709405,0.15298041856028727,0.25232264252136344,0.5088757396449705,26,17,26
+ji2025_chili,fewpair,draw1,scsemi5,MS1 monocyte (IL1R2+),0.971,7,8582,7489,30700,7673,0.08156606851549755,24.39413680781759,0.003343675128088897,0.343914121659642,0.5769230769230769,25,2,26
+ji2025_chili,fewpair,draw1,scsemi5,Cycling monocyte (Ye 2026),0.971,0,8582,401,30700,411,0.0,1.3061889250814331,0.0,,0.5,26,0,26
+ji2025_chili,fewpair,draw1,scsemi5,ISG-high monocyte (positive control),0.971,0,8582,2332,30700,2417,0.0,7.596091205211726,0.0,,0.5,25,0,26
+ji2025_chili,fewpair,draw1,scsemi5,ISG-high T,1.0,0,19692,227,49230,227,0.0,0.46110095470241724,0.0,,0.5,23,0,26
+ji2025_chili,fewpair,draw1,scsemi5,DN2 / ABC B,1.0,0,1835,179,6059,179,0.0,2.9542828849645155,0.0,,0.5,25,0,26
+ji2025_chili,fewpair,draw1,scsemi5,HSPC,1.0,1,39000,488,106230,488,0.002564102564102564,0.4593805892873953,0.005581651954602774,0.12002051808170933,0.5384615384615384,24,1,26
+ji2025_chili,fewpair,draw1,scsemi5,Cytotoxic CD4 T,1.0,45,14597,80,29923,80,0.3082825238062616,0.26735287237242256,1.1530922449818457,0.23193900596206302,0.6124260355029586,23,12,26
+ji2025_chili,fewpair,draw1,scsemi5,Granulocyte-like (LDG),1.0,4,39000,1143,106230,1143,0.010256410256410256,1.0759672408924033,0.00953227000471095,-0.1989873352652364,0.4230769230769231,26,4,26
+ji2025_chili,fewpair,draw1,scsemi5,Platelet signal in monocytes (negative control),0.971,343,8582,6586,30700,6717,3.9967373572593803,21.452768729641694,0.18630403411458088,0.5155363463227718,0.8579881656804734,26,13,26
+ji2025_chili,fewpair,draw1,lora5,C1Q-high monocyte (reference),1.0,161,11120,1532,30700,1532,1.4478417266187051,4.990228013029316,0.2901353851644533,0.12068376068376069,0.48520710059171596,26,26,26
+ji2025_chili,fewpair,draw1,lora5,Cycling T/NK,1.0,97,23737,464,65277,464,0.4086447318532249,0.7108169799469951,0.5748944431289432,0.3424662554925093,0.6035502958579881,25,21,26
+ji2025_chili,fewpair,draw1,lora5,Cycling activated T (CD38/HLA-DR),1.0,80,18729,923,49230,923,0.42714506914410805,1.8748730448913264,0.2278261295120741,0.5656980114076995,0.7041420118343196,26,21,26
+ji2025_chili,fewpair,draw1,lora5,Proliferating T (label),1.0,307,18729,686,49230,686,1.6391692028405147,1.3934592728011375,1.1763309016886085,0.4618803418803418,0.8047337278106509,26,26,26
+ji2025_chili,fewpair,draw1,lora5,Plasmablast (label),1.0,124,39000,694,106230,694,0.31794871794871793,0.6532994446013367,0.48668144535579694,0.0006900409154640063,0.48520710059171596,26,24,26
+ji2025_chili,fewpair,draw1,lora5,Plasmablast (markers),1.0,178,39000,1371,106230,1371,0.4564102564102564,1.2905958768709405,0.35364304550300174,0.135990366129354,0.4556213017751479,26,26,26
+ji2025_chili,fewpair,draw1,lora5,MS1 monocyte (IL1R2+),1.0,371,11120,7673,30700,7673,3.3363309352517985,24.993485342019543,0.13348802256253123,0.6626722043780056,0.863905325443787,25,22,26
+ji2025_chili,fewpair,draw1,lora5,Cycling monocyte (Ye 2026),1.0,0,11120,411,30700,411,0.0,1.3387622149837133,0.0,,0.5,26,0,26
+ji2025_chili,fewpair,draw1,lora5,ISG-high monocyte (positive control),1.0,415,11120,2417,30700,2417,3.7320143884892087,7.872964169381108,0.47402913416060694,0.7210256410256409,0.9112426035502958,25,24,26
+ji2025_chili,fewpair,draw1,lora5,ISG-high T,1.0,77,18729,227,49230,227,0.411127129051204,0.46110095470241724,0.8916206415502543,0.4884905218557391,0.6952662721893491,23,15,26
+ji2025_chili,fewpair,draw1,lora5,DN2 / ABC B,1.0,15,2438,179,6059,179,0.6152584085315833,2.9542828849645155,0.2082598154912214,0.03534371474894929,0.5621301775147929,25,11,26
+ji2025_chili,fewpair,draw1,lora5,HSPC,1.0,120,39000,488,106230,488,0.3076923076923077,0.4593805892873953,0.6697982345523329,0.24975509269094262,0.6686390532544378,24,23,26
+ji2025_chili,fewpair,draw1,lora5,Cytotoxic CD4 T,1.0,65,12048,80,29923,80,0.5395086321381142,0.26735287237242256,2.017964599933599,0.12078701334346864,0.5236686390532544,23,22,26
+ji2025_chili,fewpair,draw1,lora5,Granulocyte-like (LDG),1.0,13,39000,1143,106230,1143,0.03333333333333333,1.0759672408924033,0.030979877515310585,-0.005464367912304415,0.514792899408284,26,8,26
+ji2025_chili,fewpair,draw1,lora5,Platelet signal in monocytes (negative control),1.0,624,11120,6717,30700,6717,5.611510791366906,21.879478827361563,0.25647369554111066,0.48512820512820504,0.8106508875739645,26,26,26
+ji2025_chili,fewpair,draw2,zs_raw,C1Q-high monocyte (reference),0.317,37,21098,957,28874,1298,0.17537207318229217,3.3144004987185705,0.05291215507905438,0.24454441244207753,0.47633136094674555,26,20,26
+ji2025_chili,fewpair,draw2,zs_raw,Cycling T/NK,0.394,67,11917,237,57535,457,0.5622220357472518,0.4119231771964891,1.3648710897349423,0.3375601509832944,0.7218934911242604,23,19,26
+ji2025_chili,fewpair,draw2,zs_raw,Cycling activated T (CD38/HLA-DR),0.377,42,11129,380,42751,902,0.37739239823883547,0.8888680966527098,0.42457637939759096,0.6016849904510949,0.8047337278106509,25,19,26
+ji2025_chili,fewpair,draw2,zs_raw,Proliferating T (label),1.0,529,11129,588,42751,588,4.753347111151047,1.3754064232415617,3.4559582032111975,0.31555555555555553,0.7041420118343196,26,26,26
+ji2025_chili,fewpair,draw2,zs_raw,Plasmablast (label),1.0,335,39000,433,95826,433,0.8589743589743589,0.4518606641203849,1.90097175341979,-0.412955266361961,0.26627218934911245,26,26,26
+ji2025_chili,fewpair,draw2,zs_raw,Plasmablast (markers),0.362,298,39000,584,95826,1010,0.764102564102564,0.6094379395988563,1.2537824025289777,-0.1218685246176183,0.4822485207100592,26,26,26
+ji2025_chili,fewpair,draw2,zs_raw,MS1 monocyte (IL1R2+),0.317,65,21098,1912,28874,7885,0.30808607450943215,6.621874350626862,0.04652550897168067,0.2975464830517452,0.7100591715976331,19,17,26
+ji2025_chili,fewpair,draw2,zs_raw,Cycling monocyte (Ye 2026),0.317,43,21098,140,28874,373,0.20381078775239359,0.48486527671954005,0.4203451918259009,0.25547195622435015,0.6242603550295858,24,22,26
+ji2025_chili,fewpair,draw2,zs_raw,ISG-high monocyte (positive control),0.317,2373,21098,333,28874,2163,11.247511612475115,1.1532866939114774,9.752572081039235,0.4481918568168235,0.6982248520710059,18,18,26
+ji2025_chili,fewpair,draw2,zs_raw,ISG-high T,0.377,126,11129,28,42751,200,1.1321771947165065,0.06549554396388389,17.286324018330486,0.5423393817337321,0.7218934911242604,14,12,26
+ji2025_chili,fewpair,draw2,zs_raw,DN2 / ABC B,0.361,21,2029,33,5672,150,1.034992607195663,0.581805359661495,1.77893274788297,-0.07679118320630625,0.48520710059171596,16,7,26
+ji2025_chili,fewpair,draw2,zs_raw,HSPC,0.362,41,39000,313,95826,473,0.10512820512820513,0.32663369023020894,0.32185352666502826,0.6167316054735914,0.8254437869822485,24,16,26
+ji2025_chili,fewpair,draw2,zs_raw,Cytotoxic CD4 T,0.475,9,3254,35,27822,73,0.2765826674861709,0.12579972683487886,2.1985951356572135,-0.03677660111049914,0.46745562130177515,18,6,26
+ji2025_chili,fewpair,draw2,zs_raw,Granulocyte-like (LDG),0.362,53,39000,246,95826,1139,0.1358974358974359,0.2567152964748607,0.5293702313946216,-0.09829334768383682,0.46449704142011833,25,20,26
+ji2025_chili,fewpair,draw2,zs_raw,Platelet signal in monocytes (negative control),0.317,113,21098,2678,28874,6400,0.5355957910702436,9.274780078963774,0.05774754619627413,0.4294526843876067,0.7218934911242604,26,22,26
+ji2025_chili,fewpair,draw2,zs_cal,C1Q-high monocyte (reference),0.348,26,12474,994,28874,1298,0.2084335417668751,3.4425434647087343,0.060546379124514604,-0.1581853612294671,0.5325443786982249,26,18,26
+ji2025_chili,fewpair,draw2,zs_cal,Cycling T/NK,0.493,33,19379,295,57535,457,0.17028742453170959,0.5127313808985835,0.3321182023875224,0.44170814596307123,0.7218934911242604,24,17,26
+ji2025_chili,fewpair,draw2,zs_cal,Cycling activated T (CD38/HLA-DR),0.47,27,18004,467,42751,902,0.14996667407242836,1.0923721082547777,0.1372853379715286,0.23899314759597334,0.5769230769230769,26,14,26
+ji2025_chili,fewpair,draw2,zs_cal,Proliferating T (label),1.0,172,18004,588,42751,588,0.955343257053988,1.3754064232415617,0.6945897888148816,0.5733333333333333,0.8757396449704142,26,25,26
+ji2025_chili,fewpair,draw2,zs_cal,Plasmablast (label),1.0,135,39000,433,95826,433,0.34615384615384615,0.4518606641203849,0.7660632439154379,-0.08708170658837266,0.42011834319526625,26,24,26
+ji2025_chili,fewpair,draw2,zs_cal,Plasmablast (markers),0.437,124,39000,634,95826,1010,0.31794871794871793,0.6616158453864296,0.48056394079107007,0.07941002400608171,0.4230769230769231,26,24,26
+ji2025_chili,fewpair,draw2,zs_cal,MS1 monocyte (IL1R2+),0.348,10,12474,2322,28874,7885,0.0801667468334135,8.041836946734087,0.009968710801326362,0.3253691754997785,0.621301775147929,20,6,26
+ji2025_chili,fewpair,draw2,zs_cal,Cycling monocyte (Ye 2026),0.348,6,12474,164,28874,373,0.0481000481000481,0.5679850384428898,0.08468541395370663,0.0814834462873433,0.4467455621301775,25,6,26
+ji2025_chili,fewpair,draw2,zs_cal,ISG-high monocyte (positive control),0.348,383,12474,418,28874,2163,3.0703864037197373,1.447669183348341,2.1209171536125284,0.33075890904733085,0.6745562130177515,19,18,26
+ji2025_chili,fewpair,draw2,zs_cal,ISG-high T,0.47,19,18004,45,42751,200,0.10553210397689403,0.10526069565624196,1.0025784393591548,0.4325255320002323,0.6686390532544378,16,5,26
+ji2025_chili,fewpair,draw2,zs_cal,DN2 / ABC B,0.478,14,3444,57,5672,150,0.4065040650406504,1.0049365303244007,0.40450720296676645,0.17090412173312167,0.5266272189349113,18,8,26
+ji2025_chili,fewpair,draw2,zs_cal,HSPC,0.437,22,39000,349,95826,473,0.05641025641025641,0.3642017823972617,0.15488737050914703,0.13972370958229524,0.5236686390532544,24,9,26
+ji2025_chili,fewpair,draw2,zs_cal,Cytotoxic CD4 T,0.577,15,6423,35,27822,73,0.23353573096683794,0.12579972683487886,1.8564088877026759,0.0032899420704389573,0.5325443786982249,17,6,26
+ji2025_chili,fewpair,draw2,zs_cal,Granulocyte-like (LDG),0.437,7,39000,302,95826,1139,0.017948717948717947,0.3151545509569428,0.056952114111054504,0.14454303857791675,0.6153846153846154,24,7,26
+ji2025_chili,fewpair,draw2,zs_cal,Platelet signal in monocytes (negative control),0.348,31,12474,2944,28874,6400,0.24851691518358185,10.196024104730899,0.024373904242563665,0.1281258313203187,0.4437869822485207,26,17,26
+ji2025_chili,fewpair,draw2,scsemi5,C1Q-high monocyte (reference),0.622,20,8190,1167,28874,1298,0.2442002442002442,4.041698413797881,0.06042020437907327,0.12328624794725762,0.5347222222222222,26,3,26
+ji2025_chili,fewpair,draw2,scsemi5,Cycling T/NK,0.846,1,27447,396,57535,457,0.003643385433745036,0.6882767011384374,0.00529348941743739,0.25333333333333335,0.5384615384615384,26,1,26
+ji2025_chili,fewpair,draw2,scsemi5,Cycling activated T (CD38/HLA-DR),0.79,2,21936,736,42751,902,0.00911743253099927,1.7215971556220908,0.005295915192021057,0.28,0.5384615384615384,26,1,26
+ji2025_chili,fewpair,draw2,scsemi5,Proliferating T (label),1.0,51,21936,588,42751,588,0.2324945295404814,1.3754064232415617,0.16903696653716188,0.42144823724561975,0.5502958579881657,26,7,26
+ji2025_chili,fewpair,draw2,scsemi5,Plasmablast (label),1.0,29,39000,433,95826,433,0.07435897435897436,0.4518606641203849,0.16456173387813108,0.22137103872076105,0.5118343195266272,26,6,26
+ji2025_chili,fewpair,draw2,scsemi5,Plasmablast (markers),0.769,45,39000,824,95826,1010,0.11538461538461539,0.8598918873792082,0.13418502613890965,0.18655920401576095,0.5502958579881657,26,10,26
+ji2025_chili,fewpair,draw2,scsemi5,MS1 monocyte (IL1R2+),0.622,8,8190,5014,28874,7885,0.09768009768009768,17.365103553369813,0.005625080056671601,0.19121323175972943,0.5416666666666666,25,2,26
+ji2025_chili,fewpair,draw2,scsemi5,Cycling monocyte (Ye 2026),0.622,0,8190,244,28874,373,0.0,0.8450509108540556,0.0,,0.5,26,0,26
+ji2025_chili,fewpair,draw2,scsemi5,ISG-high monocyte (positive control),0.622,0,8190,1148,28874,2163,0.0,3.9758952691002287,0.0,,0.5,24,0,26
+ji2025_chili,fewpair,draw2,scsemi5,ISG-high T,0.79,0,21936,127,42751,200,0.0,0.2970690744076162,0.0,,0.5,20,0,26
+ji2025_chili,fewpair,draw2,scsemi5,DN2 / ABC B,0.722,0,688,102,5672,150,0.0,1.7983074753173485,0.0,,0.5,22,0,26
+ji2025_chili,fewpair,draw2,scsemi5,HSPC,0.769,0,39000,447,95826,473,0.0,0.4664704777409054,0.0,,0.5,24,0,26
+ji2025_chili,fewpair,draw2,scsemi5,Cytotoxic CD4 T,0.747,71,12374,60,27822,73,0.5737837401002102,0.21565667457407806,2.6606352028446745,0.20945161025624015,0.7041420118343196,21,9,26
+ji2025_chili,fewpair,draw2,scsemi5,Granulocyte-like (LDG),0.769,1,39000,751,95826,1139,0.002564102564102564,0.7837121449293512,0.0032717402437775272,-0.17333333333333334,0.46153846153846156,26,1,26
+ji2025_chili,fewpair,draw2,scsemi5,Platelet signal in monocytes (negative control),0.622,48,8190,4562,28874,6400,0.5860805860805861,15.799681374246727,0.037094456033517846,0.28783055616610104,0.7152777777777778,26,12,26
+ji2025_chili,fewpair,draw2,lora5,C1Q-high monocyte (reference),0.516,102,5686,1128,28874,1298,1.7938797045374604,3.9066288009974373,0.4591886754327538,0.1678919497952116,0.6331360946745562,26,25,26
+ji2025_chili,fewpair,draw2,lora5,Cycling T/NK,0.778,43,28738,393,57535,457,0.149627670679936,0.6830624837055705,0.21905414841145335,0.0917809564719925,0.5207100591715976,25,21,26
+ji2025_chili,fewpair,draw2,lora5,Cycling activated T (CD38/HLA-DR),0.755,37,25925,732,42751,902,0.14271938283510124,1.7122406493415359,0.08335240895605756,-0.0010291655756355963,0.47337278106508873,26,21,26
+ji2025_chili,fewpair,draw2,lora5,Proliferating T (label),1.0,180,25925,588,42751,588,0.6943105110896818,1.3754064232415617,0.5048038887686221,0.17196581196581195,0.5739644970414202,26,26,26
+ji2025_chili,fewpair,draw2,lora5,Plasmablast (label),1.0,343,39000,433,95826,433,0.8794871794871795,0.4518606641203849,1.9463680937999643,-0.09313484776127304,0.4289940828402367,26,26,26
+ji2025_chili,fewpair,draw2,lora5,Plasmablast (markers),0.695,400,39000,787,95826,1010,1.0256410256410255,0.8212802370964039,1.248831981233506,-0.22374562944719628,0.35502958579881655,26,26,26
+ji2025_chili,fewpair,draw2,lora5,MS1 monocyte (IL1R2+),0.516,14,5686,3995,28874,7885,0.24621878297572986,13.835977003532589,0.01779554728320707,0.36724215313506486,0.6449704142011834,21,9,26
+ji2025_chili,fewpair,draw2,lora5,Cycling monocyte (Ye 2026),0.516,1,5686,226,28874,373,0.017587055926837847,0.7827110895615432,0.022469409417323716,0.013333333333333332,0.5384615384615384,25,1,26
+ji2025_chili,fewpair,draw2,lora5,ISG-high monocyte (positive control),0.516,58,5686,842,28874,2163,1.0200492437565951,2.9161183071275194,0.3497969342544885,0.2516944099117998,0.6923076923076923,24,17,26
+ji2025_chili,fewpair,draw2,lora5,ISG-high T,0.755,26,25925,103,42751,200,0.10028929604628736,0.24093003672428714,0.41625899954124573,0.48423466232166773,0.6094674556213018,18,7,26
+ji2025_chili,fewpair,draw2,lora5,DN2 / ABC B,0.699,13,2131,89,5672,150,0.6100422336931018,1.5691114245416078,0.3887819718547499,0.2235647092411621,0.6272189349112426,22,10,26
+ji2025_chili,fewpair,draw2,lora5,HSPC,0.695,49,39000,434,95826,473,0.12564102564102564,0.45290422223613636,0.27741191066997517,0.19367577215815013,0.6449704142011834,24,17,26
+ji2025_chili,fewpair,draw2,lora5,Cytotoxic CD4 T,0.811,29,14684,61,27822,73,0.19749387087986925,0.21925095248364604,0.900766307478643,0.27711603026290227,0.5798816568047337,20,15,26
+ji2025_chili,fewpair,draw2,lora5,Granulocyte-like (LDG),0.695,1,39000,651,95826,1139,0.002564102564102564,0.6793563333542045,0.0037743117097955806,0.09333333333333334,0.5384615384615384,26,1,26
+ji2025_chili,fewpair,draw2,lora5,Platelet signal in monocytes (negative control),0.516,271,5686,3991,28874,6400,4.766092156173056,13.82212370991203,0.3448161987405183,0.1709693989767939,0.5650887573964497,26,26,26
+ji2025_chili,fewpair,draw3,zs_raw,C1Q-high monocyte (reference),0.331,40,19805,916,26936,1255,0.2019691996970462,3.400653400653401,0.059391292172921786,0.18532956671976727,0.4583333333333333,25,20,25
+ji2025_chili,fewpair,draw3,zs_raw,Cycling T/NK,0.416,63,12000,266,57977,443,0.525,0.4588026286285941,1.1442828947368422,0.47061161555468706,0.8611111111111112,23,19,25
+ji2025_chili,fewpair,draw3,zs_raw,Cycling activated T (CD38/HLA-DR),0.41,43,11220,392,44374,829,0.38324420677361853,0.8834001893000406,0.433828531412565,0.5731288310587838,0.8541666666666666,24,17,25
+ji2025_chili,fewpair,draw3,zs_raw,Proliferating T (label),1.0,528,11220,678,44374,678,4.705882352941177,1.5279217559832334,3.07992365087628,0.45076923076923076,0.7777777777777778,25,25,25
+ji2025_chili,fewpair,draw3,zs_raw,Plasmablast (label),1.0,285,37500,680,95151,680,0.76,0.7146535506720896,1.0634523529411766,-0.007737074167387513,0.4722222222222222,24,24,25
+ji2025_chili,fewpair,draw3,zs_raw,Plasmablast (markers),0.383,255,37500,834,95151,1278,0.68,0.8765015606772394,0.7758115107913669,0.08315737039616067,0.5659722222222222,25,25,25
+ji2025_chili,fewpair,draw3,zs_raw,MS1 monocyte (IL1R2+),0.331,56,19805,1598,26936,6195,0.2827568795758647,5.932580932580932,0.04766169779884538,0.35840774284172033,0.7465277777777778,20,17,25
+ji2025_chili,fewpair,draw3,zs_raw,Cycling monocyte (Ye 2026),0.331,37,19805,130,26936,335,0.18682150971976774,0.4826254826254826,0.38709416813935876,-0.0038617753605252486,0.5069444444444444,23,18,25
+ji2025_chili,fewpair,draw3,zs_raw,ISG-high monocyte (positive control),0.331,2383,19805,382,26936,2216,12.032315071951528,1.4181764181764183,8.484357036075558,0.5414268239042148,0.8055555555555556,21,21,25
+ji2025_chili,fewpair,draw3,zs_raw,ISG-high T,0.41,133,11220,33,44374,221,1.1853832442067735,0.07436787307882994,15.939453357100415,0.477961578324827,0.6666666666666666,15,12,25
+ji2025_chili,fewpair,draw3,zs_raw,DN2 / ABC B,0.39,19,1902,35,6285,130,0.9989484752891693,0.5568814638027049,1.7938260477692654,0.04806330524890377,0.4930555555555556,17,8,25
+ji2025_chili,fewpair,draw3,zs_raw,HSPC,0.383,37,37500,285,95151,438,0.09866666666666667,0.2995239146199199,0.329411649122807,0.48514870564872614,0.75,23,14,25
+ji2025_chili,fewpair,draw3,zs_raw,Cytotoxic CD4 T,0.526,6,3227,38,29443,73,0.18593120545398203,0.12906293516285705,1.4406243374162087,-0.32544780097603687,0.4131944444444444,18,2,25
+ji2025_chili,fewpair,draw3,zs_raw,Granulocyte-like (LDG),0.383,48,37500,212,95151,967,0.128,0.22280375403306324,0.5744966037735849,0.11689109192208101,0.5486111111111112,24,19,25
+ji2025_chili,fewpair,draw3,zs_raw,Platelet signal in monocytes (negative control),0.331,93,19805,2191,26936,5161,0.4695783892956324,8.134095634095635,0.057729637124907134,0.483401286527393,0.7847222222222222,25,20,25
+ji2025_chili,fewpair,draw3,zs_cal,C1Q-high monocyte (reference),0.352,22,11642,919,26936,1255,0.18897096718776843,3.411790911790912,0.0553876166721407,-0.16485124767347054,0.4652777777777778,25,14,25
+ji2025_chili,fewpair,draw3,zs_cal,Cycling T/NK,0.512,29,19264,270,57977,443,0.15053986710963455,0.4657019162771444,0.3232536990894549,0.3271136108161517,0.7152777777777778,22,15,25
+ji2025_chili,fewpair,draw3,zs_cal,Cycling activated T (CD38/HLA-DR),0.505,24,18006,449,44374,829,0.13328890369876709,1.0118537882543832,0.13172743458193967,0.21421634667861147,0.6041666666666666,24,14,25
+ji2025_chili,fewpair,draw3,zs_cal,Proliferating T (label),1.0,208,18006,678,44374,678,1.155170498722648,1.5279217559832334,0.7560403497097166,0.45384615384615384,0.75,25,25,25
+ji2025_chili,fewpair,draw3,zs_cal,Plasmablast (label),1.0,144,37500,680,95151,680,0.384,0.7146535506720896,0.5373232941176471,0.1419476973739115,0.5104166666666666,24,23,25
+ji2025_chili,fewpair,draw3,zs_cal,Plasmablast (markers),0.451,132,37500,885,95151,1278,0.352,0.930100576977646,0.3784536949152542,0.19277764136016345,0.6145833333333334,25,24,25
+ji2025_chili,fewpair,draw3,zs_cal,MS1 monocyte (IL1R2+),0.352,11,11642,1753,26936,6195,0.09448548359388421,6.508019008019008,0.014518317091185768,0.12868167326202382,0.5486111111111112,18,5,25
+ji2025_chili,fewpair,draw3,zs_cal,Cycling monocyte (Ye 2026),0.352,5,11642,154,26936,335,0.042947947088129185,0.5717255717255717,0.07511986381596414,0.06439925770556838,0.4652777777777778,23,5,25
+ji2025_chili,fewpair,draw3,zs_cal,ISG-high monocyte (positive control),0.352,437,11642,461,26936,2216,3.753650575502491,1.7114642114642116,2.193239303725273,0.4123582859514822,0.7847222222222222,20,20,25
+ji2025_chili,fewpair,draw3,zs_cal,ISG-high T,0.505,28,18006,53,44374,221,0.1555037209818949,0.11943931130842385,1.3019475688397368,0.28690042203662464,0.6111111111111112,17,10,25
+ji2025_chili,fewpair,draw3,zs_cal,DN2 / ABC B,0.503,7,2944,49,6285,130,0.23777173913043478,0.7796340493237868,0.304978649068323,0.3829317534974742,0.6701388888888888,18,5,25
+ji2025_chili,fewpair,draw3,zs_cal,HSPC,0.451,29,37500,338,95151,438,0.07733333333333334,0.35522485312818575,0.2177024852071006,0.18348513542280068,0.625,23,10,25
+ji2025_chili,fewpair,draw3,zs_cal,Cytotoxic CD4 T,0.631,23,6655,43,29443,73,0.3456048084147258,0.14604490031586456,2.3664284591057605,-0.06037651465977992,0.4861111111111111,18,8,25
+ji2025_chili,fewpair,draw3,zs_cal,Granulocyte-like (LDG),0.451,6,37500,279,95151,967,0.016,0.29321814799634266,0.05456688172043011,0.21050045026184522,0.6284722222222222,24,4,25
+ji2025_chili,fewpair,draw3,zs_cal,Platelet signal in monocytes (negative control),0.352,24,11642,2285,26936,5161,0.2061501460230201,8.483070983070983,0.02430135813249921,0.02170793973884293,0.5138888888888888,25,14,25
+ji2025_chili,fewpair,draw3,scsemi5,C1Q-high monocyte (reference),0.81,117,10368,1200,26936,1255,1.1284722222222223,4.455004455004455,0.25330439814814815,0.43738379425924934,0.6111111111111112,25,10,25
+ji2025_chili,fewpair,draw3,scsemi5,Cycling T/NK,1.0,0,23443,443,57977,443,0.0,0.7640961070769443,0.0,,0.5,24,0,25
+ji2025_chili,fewpair,draw3,scsemi5,Cycling activated T (CD38/HLA-DR),1.0,0,19431,829,44374,829,0.0,1.8682111146166673,0.0,,0.5,25,0,25
+ji2025_chili,fewpair,draw3,scsemi5,Proliferating T (label),1.0,20,19431,678,44374,678,0.10292831043178426,1.5279217559832334,0.06736490924926246,0.020361660389315313,0.5,25,5,25
+ji2025_chili,fewpair,draw3,scsemi5,Plasmablast (label),1.0,6,37500,680,95151,680,0.016,0.7146535506720896,0.022388470588235294,-0.05120915564991891,0.5416666666666666,24,2,25
+ji2025_chili,fewpair,draw3,scsemi5,Plasmablast (markers),1.0,10,37500,1278,95151,1278,0.02666666666666667,1.3431282908219566,0.01985414710485133,0.03753225769166111,0.5868055555555556,25,6,25
+ji2025_chili,fewpair,draw3,scsemi5,MS1 monocyte (IL1R2+),0.81,31,10368,5103,26936,6195,0.29899691358024694,18.944906444906444,0.015782443394469003,0.4646624734041366,0.75,24,6,25
+ji2025_chili,fewpair,draw3,scsemi5,Cycling monocyte (Ye 2026),0.81,0,10368,283,26936,335,0.0,1.0506385506385507,0.0,,0.5,24,0,25
+ji2025_chili,fewpair,draw3,scsemi5,ISG-high monocyte (positive control),0.81,0,10368,1732,26936,2216,0.0,6.43005643005643,0.0,,0.5,24,0,25
+ji2025_chili,fewpair,draw3,scsemi5,ISG-high T,1.0,0,19431,221,44374,221,0.0,0.4980393924370127,0.0,,0.5,22,0,25
+ji2025_chili,fewpair,draw3,scsemi5,DN2 / ABC B,0.967,0,853,129,6285,130,0.0,2.052505966587112,0.0,,0.5,24,0,25
+ji2025_chili,fewpair,draw3,scsemi5,HSPC,1.0,0,37500,438,95151,438,0.0,0.4603209635211401,0.0,,0.5,23,0,25
+ji2025_chili,fewpair,draw3,scsemi5,Cytotoxic CD4 T,1.0,121,11583,73,29443,73,1.0446343779677112,0.2479366912339096,4.213310957603194,0.18335767717027443,0.5972222222222222,22,14,25
+ji2025_chili,fewpair,draw3,scsemi5,Granulocyte-like (LDG),1.0,3,37500,967,95151,967,0.008,1.0162793874998686,0.007871851085832472,0.1706971854997297,0.5416666666666666,25,3,25
+ji2025_chili,fewpair,draw3,scsemi5,Platelet signal in monocytes (negative control),0.81,306,10368,4418,26936,5161,2.951388888888889,16.401841401841402,0.17994253307177707,0.40055858850572584,0.6527777777777778,25,17,25
+ji2025_chili,fewpair,draw3,lora5,C1Q-high monocyte (reference),0.859,508,11386,1224,26936,1255,4.46161953275953,4.5441045441045445,0.9818479063268847,-0.20846153846153848,0.3055555555555556,25,25,25
+ji2025_chili,fewpair,draw3,lora5,Cycling T/NK,0.977,22,23219,429,57977,443,0.09474998923295577,0.7399486003070183,0.12804942018086427,0.07175370264658437,0.5277777777777778,24,13,25
+ji2025_chili,fewpair,draw3,lora5,Cycling activated T (CD38/HLA-DR),1.0,37,19000,829,44374,829,0.19473684210526315,1.8682111146166673,0.10423706431337693,0.42615278076012686,0.6770833333333334,25,18,25
+ji2025_chili,fewpair,draw3,lora5,Proliferating T (label),1.0,91,19000,678,44374,678,0.4789473684210526,1.5279217559832334,0.31346328209905294,0.36692307692307696,0.7083333333333334,25,24,25
+ji2025_chili,fewpair,draw3,lora5,Plasmablast (label),1.0,31,37500,680,95151,680,0.08266666666666667,0.7146535506720896,0.11567376470588236,-0.2443074380228327,0.3229166666666667,24,12,25
+ji2025_chili,fewpair,draw3,lora5,Plasmablast (markers),0.943,79,37500,1232,95151,1278,0.21066666666666667,1.2947840800411976,0.1627040909090909,-0.12637751208139505,0.4652777777777778,25,18,25
+ji2025_chili,fewpair,draw3,lora5,MS1 monocyte (IL1R2+),0.859,1791,11386,5408,26936,6195,15.729843667662042,20.077220077220076,0.7834672134470133,0.7562821961128352,0.9236111111111112,23,19,25
+ji2025_chili,fewpair,draw3,lora5,Cycling monocyte (Ye 2026),0.859,7,11386,299,26936,335,0.061479009309678555,1.11003861003861,0.055384568386806075,-0.04698454181761615,0.4861111111111111,25,4,25
+ji2025_chili,fewpair,draw3,lora5,ISG-high monocyte (positive control),0.859,394,11386,1812,26936,2216,3.4603899525733355,6.727056727056727,0.5143988066363983,0.5316407099690579,0.8611111111111112,24,22,25
+ji2025_chili,fewpair,draw3,lora5,ISG-high T,1.0,24,19000,221,44374,221,0.12631578947368421,0.4980393924370127,0.25362610145272685,0.47043110832270335,0.7083333333333334,22,7,25
+ji2025_chili,fewpair,draw3,lora5,DN2 / ABC B,0.931,26,1262,116,6285,130,2.0602218700475436,1.8456642800318217,1.1162495218317943,0.11011009733341656,0.6041666666666666,23,15,25
+ji2025_chili,fewpair,draw3,lora5,HSPC,0.943,96,37500,431,95151,438,0.256,0.45296423579363326,0.5651660324825987,-0.09476139758698866,0.4895833333333333,23,20,25
+ji2025_chili,fewpair,draw3,lora5,Cytotoxic CD4 T,1.0,20,8053,73,29443,73,0.2483546504408295,0.2479366912339096,1.0016857497163483,-0.11123630400980998,0.4305555555555556,22,10,25
+ji2025_chili,fewpair,draw3,lora5,Granulocyte-like (LDG),0.943,8,37500,896,95151,967,0.021333333333333333,0.9416611491208711,0.022654999999999998,-0.030315110993545415,0.4652777777777778,25,5,25
+ji2025_chili,fewpair,draw3,lora5,Platelet signal in monocytes (negative control),0.859,1424,11386,4657,26936,5161,12.506587036711752,17.289129789129788,0.7233786309230572,0.6038461538461538,0.7430555555555556,25,25,25
+ji2025_chili,fewpair,draw4,zs_raw,C1Q-high monocyte (reference),0.312,34,19469,835,24894,1182,0.17463660177718424,3.354221900859645,0.0520647133489967,0.3720559491402037,0.6388888888888888,24,19,24
+ji2025_chili,fewpair,draw4,zs_raw,Cycling T/NK,0.387,55,10754,131,52162,282,0.5114376046122373,0.251140677121276,2.036458651281185,0.19695035848176196,0.6909722222222222,24,20,24
+ji2025_chili,fewpair,draw4,zs_raw,Cycling activated T (CD38/HLA-DR),0.368,45,10055,245,38484,674,0.44753853804077576,0.6366282091258705,0.7029825754269884,0.7084577258958369,0.875,22,18,24
+ji2025_chili,fewpair,draw4,zs_raw,Proliferating T (label),1.0,436,10055,371,38484,371,4.336151168572849,0.9640370023906039,4.497909476316915,0.24434782608695652,0.5486111111111112,24,24,24
+ji2025_chili,fewpair,draw4,zs_raw,Plasmablast (label),1.0,318,36000,578,86465,578,0.8833333333333333,0.6684785751460128,1.3214085928489043,-0.3080972538088693,0.2569444444444444,23,23,24
+ji2025_chili,fewpair,draw4,zs_raw,Plasmablast (markers),0.357,271,36000,673,86465,1106,0.7527777777777778,0.7783496212340253,0.9671460706620439,-0.363561505345941,0.2638888888888889,24,24,24
+ji2025_chili,fewpair,draw4,zs_raw,MS1 monocyte (IL1R2+),0.312,64,19469,1927,24894,7779,0.3287277209923468,7.740821081385072,0.042466776784553614,0.29545635151630006,0.6805555555555556,19,18,24
+ji2025_chili,fewpair,draw4,zs_raw,Cycling monocyte (Ye 2026),0.312,42,19469,127,24894,320,0.2157275669012276,0.5101630915079939,0.4228600039715874,0.1021961320092826,0.5868055555555556,23,21,24
+ji2025_chili,fewpair,draw4,zs_raw,ISG-high monocyte (positive control),0.312,2090,19469,93,24894,929,10.735014638656326,0.37358399614364907,28.735210152119418,0.3176435092719948,0.6458333333333334,18,18,24
+ji2025_chili,fewpair,draw4,zs_raw,ISG-high T,0.368,92,10055,30,38484,134,0.9149676777722526,0.07795447458684128,11.737205370462457,0.3192015767519415,0.6319444444444444,15,12,24
+ji2025_chili,fewpair,draw4,zs_raw,DN2 / ABC B,0.361,17,1910,27,5290,144,0.8900523560209425,0.5103969754253308,1.7438433197595502,0.1244606468152704,,9,4,24
+ji2025_chili,fewpair,draw4,zs_raw,HSPC,0.357,37,36000,315,86465,466,0.10277777777777777,0.3643092580813046,0.28211684303350965,0.45927465313349847,0.7534722222222222,23,14,24
+ji2025_chili,fewpair,draw4,zs_raw,Cytotoxic CD4 T,0.469,9,2950,34,25643,66,0.3050847457627119,0.13258979058612486,2.3009670987038886,-0.11196401294842313,0.3993055555555556,15,5,24
+ji2025_chili,fewpair,draw4,zs_raw,Granulocyte-like (LDG),0.357,49,36000,166,86465,925,0.1361111111111111,0.1919851963222113,0.7089667001338688,0.02902827253389966,0.4895833333333333,24,21,24
+ji2025_chili,fewpair,draw4,zs_raw,Platelet signal in monocytes (negative control),0.312,122,19469,2192,24894,5361,0.6266372181416611,8.805334618783643,0.07116563370628883,0.4061752650922126,0.6736111111111112,24,22,24
+ji2025_chili,fewpair,draw4,zs_cal,C1Q-high monocyte (reference),0.32,14,8640,860,24894,1182,0.16203703703703703,3.454647706274604,0.04690406976744186,0.06553475274694635,0.5555555555555556,24,10,24
+ji2025_chili,fewpair,draw4,zs_cal,Cycling T/NK,0.475,20,20355,151,52162,282,0.09825595676737903,0.2894827652313945,0.33941902098675664,0.20313510191733225,0.5347222222222222,22,15,24
+ji2025_chili,fewpair,draw4,zs_cal,Cycling activated T (CD38/HLA-DR),0.451,15,19355,318,38484,674,0.07749935417204856,0.8263174306205177,0.09378884106783386,0.41349636890703073,0.6145833333333334,22,13,24
+ji2025_chili,fewpair,draw4,zs_cal,Proliferating T (label),1.0,120,19355,371,38484,371,0.6199948333763885,0.9640370023906039,0.6431234816080037,0.49217391304347824,0.6597222222222222,24,23,24
+ji2025_chili,fewpair,draw4,zs_cal,Plasmablast (label),1.0,123,36000,578,86465,578,0.3416666666666667,0.6684785751460128,0.5111108708189158,0.17019582154040322,0.4791666666666667,23,22,24
+ji2025_chili,fewpair,draw4,zs_cal,Plasmablast (markers),0.413,115,36000,694,86465,1106,0.3194444444444444,0.8026369051061123,0.397993715978226,0.1817433038330104,0.5277777777777778,24,23,24
+ji2025_chili,fewpair,draw4,zs_cal,MS1 monocyte (IL1R2+),0.32,5,8640,1961,24894,7779,0.05787037037037037,7.8774001767494175,0.007346379398266191,0.09514883221400337,0.5,16,3,24
+ji2025_chili,fewpair,draw4,zs_cal,Cycling monocyte (Ye 2026),0.32,2,8640,129,24894,320,0.023148148148148147,0.5181971559411906,0.044670542635658915,0.0699592504863046,0.4965277777777778,20,2,24
+ji2025_chili,fewpair,draw4,zs_cal,ISG-high monocyte (positive control),0.32,119,8640,108,24894,929,1.3773148148148149,0.43383947939262474,3.174710648148148,0.21238570292453668,0.5138888888888888,20,18,24
+ji2025_chili,fewpair,draw4,zs_cal,ISG-high T,0.451,3,19355,36,38484,134,0.015499870834409714,0.09354536950420954,0.16569361921983985,0.11697162750773986,0.5347222222222222,14,2,24
+ji2025_chili,fewpair,draw4,zs_cal,DN2 / ABC B,0.473,12,2851,50,5290,144,0.4209049456331112,0.945179584120983,0.44531743247983163,-0.09041118370920369,0.4375,13,5,24
+ji2025_chili,fewpair,draw4,zs_cal,HSPC,0.413,13,36000,326,86465,466,0.03611111111111111,0.3770311686809692,0.09577752215405588,-0.1373742022023081,0.3680555555555556,23,5,24
+ji2025_chili,fewpair,draw4,zs_cal,Cytotoxic CD4 T,0.54,6,7401,39,25643,66,0.08107012565869477,0.15208828920173148,0.5330464698117717,-0.13573202588234173,0.5138888888888888,16,2,24
+ji2025_chili,fewpair,draw4,zs_cal,Granulocyte-like (LDG),0.413,4,36000,249,86465,925,0.011111111111111112,0.28797779448331695,0.03858322177599286,0.053488480127684396,0.5034722222222222,24,2,24
+ji2025_chili,fewpair,draw4,zs_cal,Platelet signal in monocytes (negative control),0.32,22,8640,2246,24894,5361,0.25462962962962965,9.022254358479955,0.02822239536954586,0.08303380987970005,0.4409722222222222,24,14,24
+ji2025_chili,fewpair,draw4,scsemi5,C1Q-high monocyte (reference),0.656,3,4792,1060,24894,1182,0.06260434056761269,4.25805414959428,0.014702570321605192,0.06504706973772555,0.4513888888888889,24,3,24
+ji2025_chili,fewpair,draw4,scsemi5,Cycling T/NK,0.887,11,27686,255,52162,282,0.039731272123094706,0.48886162340401057,0.08127304378372024,0.3963333086345138,0.625,24,3,24
+ji2025_chili,fewpair,draw4,scsemi5,Cycling activated T (CD38/HLA-DR),0.827,3,24094,573,38484,674,0.012451232672034532,1.4889304646086685,0.008362534697217747,0.37532594530273455,0.5833333333333334,24,2,24
+ji2025_chili,fewpair,draw4,scsemi5,Proliferating T (label),1.0,16,24094,371,38484,371,0.06640657425085084,0.9640370023906039,0.06888384375929228,0.3962143608686898,0.7222222222222222,24,7,24
+ji2025_chili,fewpair,draw4,scsemi5,Plasmablast (label),1.0,80,36000,578,86465,578,0.2222222222222222,0.6684785751460128,0.33242983467896964,-0.07975667781039031,0.46875,23,15,24
+ji2025_chili,fewpair,draw4,scsemi5,Plasmablast (markers),0.813,115,36000,945,86465,1106,0.3194444444444444,1.0929277742439136,0.292283215755438,0.13237340736095451,0.5381944444444444,24,19,24
+ji2025_chili,fewpair,draw4,scsemi5,MS1 monocyte (IL1R2+),0.656,4,4792,5257,24894,7779,0.08347245409015025,21.11753836265767,0.003952754940308541,0.3101081231682265,0.625,23,3,24
+ji2025_chili,fewpair,draw4,scsemi5,Cycling monocyte (Ye 2026),0.656,0,4792,229,24894,320,0.0,0.9199003776010284,0.0,,0.5,24,0,24
+ji2025_chili,fewpair,draw4,scsemi5,ISG-high monocyte (positive control),0.656,0,4792,470,24894,929,0.0,1.8880051418012374,0.0,,0.5,23,0,24
+ji2025_chili,fewpair,draw4,scsemi5,ISG-high T,0.827,0,24094,88,38484,134,0.0,0.22866645878806777,0.0,,0.5,18,0,24
+ji2025_chili,fewpair,draw4,scsemi5,DN2 / ABC B,0.769,0,1475,100,5290,144,0.0,1.890359168241966,0.0,,0.5,21,0,24
+ji2025_chili,fewpair,draw4,scsemi5,HSPC,0.813,0,36000,448,86465,466,0.0,0.518128722604522,0.0,,0.5,23,0,24
+ji2025_chili,fewpair,draw4,scsemi5,Cytotoxic CD4 T,0.779,19,15084,48,25643,66,0.12596128347918323,0.18718558670982335,0.6729219150534782,0.19707646383599337,0.5902777777777778,17,8,24
+ji2025_chili,fewpair,draw4,scsemi5,Granulocyte-like (LDG),0.813,0,36000,671,86465,925,0.0,0.7760365465795409,0.0,,0.5,24,0,24
+ji2025_chili,fewpair,draw4,scsemi5,Platelet signal in monocytes (negative control),0.656,138,4792,4052,24894,5361,2.8797996661101837,16.277014541656623,0.17692431611092527,0.07761856140928482,0.53125,24,14,24
+ji2025_chili,fewpair,draw4,lora5,C1Q-high monocyte (reference),0.731,25,3617,1092,24894,1182,0.6911805363560962,4.386599180525428,0.15756637611766172,-0.027527513057944035,0.4270833333333333,24,14,24
+ji2025_chili,fewpair,draw4,lora5,Cycling T/NK,1.0,76,29645,282,52162,282,0.25636700961376285,0.5406234423526706,0.47420623955578356,0.45256762135754597,0.7361111111111112,24,21,24
+ji2025_chili,fewpair,draw4,lora5,Cycling activated T (CD38/HLA-DR),1.0,82,26843,674,38484,674,0.30548001341131764,1.751377195717701,0.1744227423756847,0.4620131387210511,0.6527777777777778,24,19,24
+ji2025_chili,fewpair,draw4,lora5,Proliferating T (label),1.0,163,26843,371,38484,371,0.6072346608054241,0.9640370023906039,0.6298872961303489,0.5278260869565217,0.7361111111111112,24,23,24
+ji2025_chili,fewpair,draw4,lora5,Plasmablast (label),1.0,110,36000,578,86465,578,0.3055555555555556,0.6684785751460128,0.45709102268358326,0.18034995989621952,0.65625,23,22,24
+ji2025_chili,fewpair,draw4,lora5,Plasmablast (markers),1.0,170,36000,1106,86465,1106,0.4722222222222222,1.279130283929914,0.3691744524814145,0.2910988430363738,0.6701388888888888,24,24,24
+ji2025_chili,fewpair,draw4,lora5,MS1 monocyte (IL1R2+),0.731,35,3617,5913,24894,7779,0.9676527508985348,23.752711496746205,0.0407386226633995,0.3329120756240158,0.6458333333333334,22,11,24
+ji2025_chili,fewpair,draw4,lora5,Cycling monocyte (Ye 2026),0.731,5,3617,246,24894,320,0.13823610727121924,0.9881899252832008,0.13988819733372893,0.548548582375697,0.7083333333333334,24,5,24
+ji2025_chili,fewpair,draw4,lora5,ISG-high monocyte (positive control),0.731,33,3617,529,24894,929,0.912358307990047,2.1250100425805414,0.42934305707191367,0.40242553317377466,0.6666666666666666,22,10,24
+ji2025_chili,fewpair,draw4,lora5,ISG-high T,1.0,13,26843,134,38484,134,0.048429758223745484,0.3481966531545577,0.13908737428974785,0.47765189589199486,0.6631944444444444,21,6,24
+ji2025_chili,fewpair,draw4,lora5,DN2 / ABC B,0.99,12,1656,142,5290,144,0.7246376811594203,2.6843100189035916,0.2699530516431925,-0.03665888746677743,0.5590277777777778,22,9,24
+ji2025_chili,fewpair,draw4,lora5,HSPC,1.0,27,36000,466,86465,466,0.075,0.5389463944948824,0.13916040772532187,0.17548498248994956,0.5208333333333334,23,11,24
+ji2025_chili,fewpair,draw4,lora5,Cytotoxic CD4 T,1.0,77,14084,66,25643,66,0.5467196819085487,0.2573801817260071,2.124171636845593,0.21089374669286018,0.5902777777777778,20,19,24
+ji2025_chili,fewpair,draw4,lora5,Granulocyte-like (LDG),1.0,3,36000,925,86465,925,0.008333333333333333,1.069797027699069,0.00778963963963964,0.3925510490726668,0.5833333333333334,24,2,24
+ji2025_chili,fewpair,draw4,lora5,Platelet signal in monocytes (negative control),0.731,212,3617,4297,24894,5361,5.8612109482996955,17.261187434723226,0.33956012414934283,0.3321739130434782,0.6597222222222222,24,23,24
+ji2025_chili,fivefold,fivefold,zs__raw,C1Q-high monocyte (reference),0.322,35,26372,1206,34457,1642,0.13271651751858032,3.500014510839597,0.0379188477955035,0.16539784495957377,0.53515625,33,23,33
+ji2025_chili,fivefold,fivefold,zs__raw,Cycling T/NK,0.421,69,15520,274,77543,503,0.44458762886597936,0.35335233354396917,1.2581992155165926,0.22404574690448475,0.59765625,30,26,33
+ji2025_chili,fivefold,fivefold,zs__raw,Cycling activated T (CD38/HLA-DR),0.406,43,14383,446,59396,1012,0.2989640547869012,0.7508923159808741,0.39814504480095925,0.34930436153954636,0.63671875,31,23,33
+ji2025_chili,fivefold,fivefold,zs__raw,Proliferating T (label),1.0,634,14383,743,59396,743,4.407981644997567,1.2509259882820392,3.5237749365582167,0.35895721925133695,0.63671875,33,33,33
+ji2025_chili,fivefold,fivefold,zs__raw,Plasmablast (label),1.0,420,49500,748,124341,748,0.8484848484848485,0.6015714848682253,1.4104472532814778,-0.17516326651859587,0.337890625,32,32,33
+ji2025_chili,fivefold,fivefold,zs__raw,Plasmablast (markers),0.383,366,49500,946,124341,1531,0.7393939393939394,0.7608109955686378,0.9718497020949453,0.02871328319432289,0.505859375,33,33,33
+ji2025_chili,fivefold,fivefold,zs__raw,MS1 monocyte (IL1R2+),0.322,59,26372,2090,34457,8044,0.2237221295313211,6.065530951620861,0.036884179029955645,0.17394270122783087,0.673828125,24,15,33
+ji2025_chili,fivefold,fivefold,zs__raw,Cycling monocyte (Ye 2026),0.322,55,26372,187,34457,442,0.20855452752919765,0.542705400934498,0.3842868104317414,0.1859278136022497,0.568359375,26,20,33
+ji2025_chili,fivefold,fivefold,zs__raw,ISG-high monocyte (positive control),0.322,2858,26372,394,34457,2568,10.837251630517216,1.1434541602577124,9.477644148038877,0.6435704357939158,0.83203125,25,25,33
+ji2025_chili,fivefold,fivefold,zs__raw,ISG-high T,0.406,130,14383,36,59396,260,0.9038448167976083,0.060610142097110915,14.912435205141874,0.25385366359714023,0.546875,18,14,33
+ji2025_chili,fivefold,fivefold,zs__raw,DN2 / ABC B,0.386,27,2596,52,7162,196,1.0400616332819723,0.7260541748115051,1.4324848879933627,0.0754011366339656,0.568359375,20,13,33
+ji2025_chili,fivefold,fivefold,zs__raw,HSPC,0.383,33,49500,384,124341,559,0.06666666666666667,0.30882814196443653,0.21586979166666664,0.04830889069110369,0.533203125,30,15,33
+ji2025_chili,fivefold,fivefold,zs__raw,Cytotoxic CD4 T,0.508,7,4126,53,37660,100,0.16965584100824044,0.1407328730748805,1.205516787239686,-0.10191885559180441,0.43359375,23,5,33
+ji2025_chili,fivefold,fivefold,zs__raw,Granulocyte-like (LDG),0.383,66,49500,314,124341,1311,0.13333333333333333,0.2525313452521694,0.5279872611464969,0.049945766243070316,0.595703125,31,24,33
+ji2025_chili,fivefold,fivefold,zs__raw,Platelet signal in monocytes (negative control),0.322,148,26372,3069,34457,7281,0.5612012740785681,8.906753344748527,0.06300851189613953,0.29722502497043307,0.65625,32,30,33
+ji2025_chili,fivefold,fivefold,zs__cal,C1Q-high monocyte (reference),0.364,22,14014,1243,34457,1642,0.15698587127158556,3.6073947238587225,0.04351779699440888,0.1434979994336492,0.5234375,33,16,33
+ji2025_chili,fivefold,fivefold,zs__cal,Cycling T/NK,0.531,35,26204,311,77543,503,0.13356739429094794,0.40106779464297226,0.33302946802260375,0.3464790505338958,0.755859375,32,20,33
+ji2025_chili,fivefold,fivefold,zs__cal,Cycling activated T (CD38/HLA-DR),0.519,16,23893,560,59396,1012,0.06696521993889423,0.9428244326217253,0.07102618220518861,0.34027309372844944,0.671875,32,13,33
+ji2025_chili,fivefold,fivefold,zs__cal,Proliferating T (label),1.0,274,23893,743,59396,743,1.1467793914535638,1.2509259882820392,0.9167443975070777,0.1808155080213904,0.5625,33,32,33
+ji2025_chili,fivefold,fivefold,zs__cal,Plasmablast (label),1.0,224,49500,748,124341,748,0.45252525252525255,0.6015714848682253,0.7522385350834548,-0.013251792782434067,0.421875,32,31,33
+ji2025_chili,fivefold,fivefold,zs__cal,Plasmablast (markers),0.471,203,49500,1047,124341,1531,0.4101010101010101,0.842039230824909,0.48703313941709353,0.0365144142994207,0.482421875,33,33,33
+ji2025_chili,fivefold,fivefold,zs__cal,MS1 monocyte (IL1R2+),0.364,11,14014,2558,34457,8044,0.07849293563579278,7.423745537916824,0.01057322550118261,0.27742854698870895,0.626953125,24,6,33
+ji2025_chili,fivefold,fivefold,zs__cal,Cycling monocyte (Ye 2026),0.364,4,14014,192,34457,442,0.028542885685742828,0.5572162405316772,0.05122407354550211,-0.16756066044091011,0.46484375,30,2,33
+ji2025_chili,fivefold,fivefold,zs__cal,ISG-high monocyte (positive control),0.364,393,14014,486,34457,2568,2.804338518624233,1.4104536088458077,1.9882529287291193,0.26436197301069947,0.70703125,24,24,33
+ji2025_chili,fivefold,fivefold,zs__cal,ISG-high T,0.519,17,23893,69,59396,260,0.07115054618507513,0.11616943901946258,0.6124721508998149,0.15487415093616658,0.5390625,22,6,33
+ji2025_chili,fivefold,fivefold,zs__cal,DN2 / ABC B,0.513,20,4583,70,7162,196,0.4363953742090334,0.9773806199385646,0.44649481001215674,0.24959186942802936,0.578125,20,10,33
+ji2025_chili,fivefold,fivefold,zs__cal,HSPC,0.471,26,49500,427,124341,559,0.052525252525252523,0.34341045994482916,0.15295181321410828,-0.045708229426378075,0.5,31,9,33
+ji2025_chili,fivefold,fivefold,zs__cal,Cytotoxic CD4 T,0.611,29,8463,65,37660,100,0.34266808460356846,0.17259691980881572,1.9853661640262135,0.37311456787281194,0.6796875,24,13,33
+ji2025_chili,fivefold,fivefold,zs__cal,Granulocyte-like (LDG),0.471,9,49500,395,124341,1311,0.01818181818181818,0.31767478144779276,0.05723406214039125,0.008964144137723567,0.5078125,31,8,33
+ji2025_chili,fivefold,fivefold,zs__cal,Platelet signal in monocytes (negative control),0.364,31,14014,3458,34457,7281,0.22120736406450692,10.035696665409061,0.0220420536251322,0.2865948561222047,0.65625,33,15,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,C1Q-high monocyte (reference),0.78,119,11003,1562,34457,1642,1.0815232209397436,4.533186290158748,0.238579037285024,0.3090478289266831,0.76171875,33,15,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,Cycling T/NK,1.0,9,32091,503,77543,503,0.02804524633074694,0.6486723495350967,0.04323484167445547,0.24319280420078246,0.5625,32,2,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,Cycling activated T (CD38/HLA-DR),1.0,5,26228,1012,59396,1012,0.019063596156779015,1.703818438952118,0.011188748590198087,0.259913730031377,0.53125,33,1,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,Proliferating T (label),1.0,93,26228,743,59396,743,0.35458288851608966,1.2509259882820392,0.2834563290215567,0.4045547417722788,0.73828125,33,19,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,Plasmablast (label),1.0,72,49500,748,124341,748,0.14545454545454545,0.6015714848682253,0.2417909577053962,-0.07634001587572585,0.515625,32,12,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,Plasmablast (markers),0.999,105,49500,1528,124341,1531,0.21212121212121213,1.228878648233487,0.17261363636363636,0.10028309402012674,0.505859375,33,19,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,MS1 monocyte (IL1R2+),0.78,64,11003,6438,34457,8044,0.5816595473961647,18.6841570653278,0.031131163443040767,0.3813925812963013,0.625,31,4,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,Cycling monocyte (Ye 2026),0.78,0,11003,374,34457,442,0.0,1.085410801868996,0.0,,0.5,33,0,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,ISG-high monocyte (positive control),0.78,3,11003,1810,34457,2568,0.02726529128419522,5.252923934178831,0.005190498020881297,0.2970442628930023,0.53125,32,1,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,ISG-high T,1.0,1,26228,260,59396,260,0.003812719231355803,0.4377399151458011,0.008710010440984971,0.2972927731538973,0.53125,29,1,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,DN2 / ABC B,0.943,0,2039,188,7162,196,0.0,2.624965093549288,0.0,,0.5,31,0,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,HSPC,0.999,2,49500,559,124341,559,0.00404040404040404,0.4495701337451042,0.00898726080121429,-0.1671013608070066,0.46875,31,1,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,Cytotoxic CD4 T,0.978,39,17279,98,37660,100,0.22570750622142485,0.26022304832713755,0.8673617024794755,0.13457495036791622,0.6328125,28,10,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,Granulocyte-like (LDG),0.999,2,49500,1310,124341,1311,0.00404040404040404,1.0535543384724266,0.0038350219754799907,0.1467144925186006,0.5,33,2,33
+ji2025_chili,fivefold,fivefold,scsemi__raw,Platelet signal in monocytes (negative control),0.78,326,11003,6157,34457,7281,2.9628283195492138,17.868647879966336,0.16581155661313507,0.4731732197448256,0.671875,33,20,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,C1Q-high monocyte (reference),0.801,300,11199,1580,34457,1642,2.678810608090008,4.585425312708593,0.584201121031376,0.029603622995625235,0.583984375,33,29,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,Cycling T/NK,1.0,98,33856,503,77543,503,0.28946124763705106,0.6486723495350967,0.4462364517995994,0.4863843933053828,0.76953125,32,26,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,Cycling activated T (CD38/HLA-DR),1.0,98,27416,1012,59396,1012,0.35745550043770064,1.703818438952118,0.20979670853752636,0.5369434754295472,0.794921875,33,26,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,Proliferating T (label),1.0,295,27416,743,59396,743,1.076014006419609,1.2509259882820392,0.8601739963028143,0.3354224128030813,0.744140625,33,33,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,Plasmablast (label),1.0,194,49500,748,124341,748,0.39191919191919194,0.6015714848682253,0.6514923027062065,-0.14906546623069206,0.388671875,32,31,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,Plasmablast (markers),1.0,245,49500,1531,124341,1531,0.494949494949495,1.231291368092584,0.4019759317538547,-0.12291109983625613,0.427734375,33,33,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,MS1 monocyte (IL1R2+),0.801,1096,11199,6541,34457,8044,9.786588088222162,18.98308036102969,0.5155426781162988,0.7703878378979869,0.93359375,30,23,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,Cycling monocyte (Ye 2026),0.801,4,11199,385,34457,442,0.03571747477453344,1.1173346489827902,0.03196667605989867,0.3825806164533431,0.59375,33,3,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,ISG-high monocyte (positive control),0.801,131,11199,1888,34457,2568,1.1697472988659703,5.479293031894826,0.21348507773847847,0.35480163789514607,0.712890625,32,24,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,ISG-high T,1.0,25,27416,260,59396,260,0.09118762766267872,0.4377399151458011,0.20831462817894097,0.29437522653493203,0.60546875,29,9,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,DN2 / ABC B,1.0,21,2202,196,7162,196,0.9536784741144414,2.736665735827981,0.3484818995718178,-0.003790565172160273,0.41015625,31,13,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,HSPC,1.0,59,49500,559,124341,559,0.1191919191919192,0.4495701337451042,0.26512419363582157,-0.10870040982046586,0.41796875,31,22,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,Cytotoxic CD4 T,1.0,55,15626,100,37660,100,0.3519774734416997,0.2655337227827934,1.3255471649814412,0.07634549561914193,0.53125,29,20,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,Granulocyte-like (LDG),1.0,9,49500,1311,124341,1311,0.01818181818181818,1.054358578425459,0.01724443519866861,-0.030475543330000555,0.5078125,33,8,33
+ji2025_chili,fivefold,fivefold,real_lora__raw,Platelet signal in monocytes (negative control),0.801,1152,11199,6252,34457,7281,10.28663273506563,18.14435383231274,0.5669329880872623,0.35848583730075206,0.61328125,33,33,33