Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw2/summary.json +147 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw2_cibersortx/contrast.csv +17 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw2_cibersortx/per_donor.csv +27 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw2_cibersortx/summary.json +157 -0
paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw2/summary.json
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| 1 |
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{
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| 2 |
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"dataset": "ji2025_chili",
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| 3 |
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"comparison": "fewshot",
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| 4 |
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"draw": 2,
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| 5 |
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"gene_mode": "score",
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| 6 |
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"stored_scores": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ji2025_chili/fewshot_n5/draw2",
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| 7 |
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"lora_arm": "lora5",
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| 8 |
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"n_donors": 26,
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| 9 |
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"contrast": true,
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| 10 |
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"genes_scoring": 5752,
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| 11 |
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"genes_covered_by_Z_all_donors": 5646,
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| 12 |
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"bayesprism": {
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| 13 |
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"comp_l1": 1.1194003390045488,
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| 14 |
+
"comp_l1_by_variant": {
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| 15 |
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"final_cells": 1.1194003390045488,
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| 16 |
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"first_cells": 1.0938459550012145,
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| 17 |
+
"final_mrna": 1.1750518444226243,
|
| 18 |
+
"first_mrna": 1.1382535431910876
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| 19 |
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},
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| 20 |
+
"mean_fraction": {
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| 21 |
+
"final_cells": {
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| 22 |
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"T cell": 0.0105,
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| 23 |
+
"B cell": 0.0053,
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| 24 |
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"Monocyte": 0.6011,
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| 25 |
+
"NK cell": 0.1548,
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| 26 |
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"DC": 0.0,
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| 27 |
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"Other": 0.2282
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| 28 |
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},
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| 29 |
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"first_cells": {
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| 30 |
+
"T cell": 0.0104,
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| 31 |
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"B cell": 0.0056,
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| 32 |
+
"Monocyte": 0.5859,
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| 33 |
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"NK cell": 0.1794,
|
| 34 |
+
"DC": 0.0055,
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| 35 |
+
"Other": 0.2132
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| 36 |
+
},
|
| 37 |
+
"final_mrna": {
|
| 38 |
+
"T cell": 0.0083,
|
| 39 |
+
"B cell": 0.0041,
|
| 40 |
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"Monocyte": 0.6797,
|
| 41 |
+
"NK cell": 0.1007,
|
| 42 |
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"DC": 0.0,
|
| 43 |
+
"Other": 0.2073
|
| 44 |
+
},
|
| 45 |
+
"first_mrna": {
|
| 46 |
+
"T cell": 0.0081,
|
| 47 |
+
"B cell": 0.0043,
|
| 48 |
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"Monocyte": 0.6662,
|
| 49 |
+
"NK cell": 0.1176,
|
| 50 |
+
"DC": 0.0092,
|
| 51 |
+
"Other": 0.1945
|
| 52 |
+
}
|
| 53 |
+
},
|
| 54 |
+
"logfc_r_mean_cp10k": 0.20290991366474348,
|
| 55 |
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"partial_r_mean_cp10k": 0.009427337713952683,
|
| 56 |
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"logfc_r_mean_cp10k_covered_genes": 0.20487837856844668,
|
| 57 |
+
"deg_top50_sum": 2,
|
| 58 |
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"deg_top50_sum_covered_genes": 2,
|
| 59 |
+
"per_type_logfc_r": {
|
| 60 |
+
"T cell": 0.1557,
|
| 61 |
+
"B cell": 0.1013,
|
| 62 |
+
"Monocyte": 0.3905,
|
| 63 |
+
"NK cell": 0.1642
|
| 64 |
+
}
|
| 65 |
+
},
|
| 66 |
+
"observed_mean_fraction": {
|
| 67 |
+
"T cell": 0.4638,
|
| 68 |
+
"B cell": 0.0597,
|
| 69 |
+
"Monocyte": 0.2749,
|
| 70 |
+
"NK cell": 0.1572,
|
| 71 |
+
"DC": 0.0116,
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| 72 |
+
"Other": 0.0329
|
| 73 |
+
},
|
| 74 |
+
"lora": {
|
| 75 |
+
"comp_l1": 0.5825794078861584,
|
| 76 |
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"coverage": 0.5297435897435897,
|
| 77 |
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"logfc_r_mean_cp10k": 0.28938101620694295,
|
| 78 |
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"deg_top50_sum": 0,
|
| 79 |
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"partial_r_mean_cp10k": 0.24803917247992743
|
| 80 |
+
},
|
| 81 |
+
"broadcast": {
|
| 82 |
+
"logfc_r_mean_cp10k": 0.263723888008903,
|
| 83 |
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"logfc_r_mean_cp10k_covered_genes": 0.24932988554722285,
|
| 84 |
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"deg_top50_sum": 5
|
| 85 |
+
},
|
| 86 |
+
"other_arms": {
|
| 87 |
+
"zs_raw": {
|
| 88 |
+
"comp_l1": 0.7223338642376635,
|
| 89 |
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"logfc_r_mean_cp10k": 0.13614408592709415,
|
| 90 |
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"deg_top50_sum": 0
|
| 91 |
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},
|
| 92 |
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"zs_pseudo": {
|
| 93 |
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"comp_l1": 0.1680928052629297,
|
| 94 |
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"logfc_r_mean_cp10k": 0.19987110878639727,
|
| 95 |
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"deg_top50_sum": 4
|
| 96 |
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},
|
| 97 |
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"zs_cal": {
|
| 98 |
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"comp_l1": 0.5290193355212194,
|
| 99 |
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"logfc_r_mean_cp10k": 0.23055486304734635,
|
| 100 |
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"deg_top50_sum": 0
|
| 101 |
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}
|
| 102 |
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},
|
| 103 |
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"gates": {
|
| 104 |
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"observed_composition_equal": true,
|
| 105 |
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"broadcast_r_equal": true,
|
| 106 |
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"broadcast_deg_equal": true
|
| 107 |
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},
|
| 108 |
+
"n_case": 16,
|
| 109 |
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"n_control": 10,
|
| 110 |
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"deg_per_type": {
|
| 111 |
+
"zero_filled": {
|
| 112 |
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"bp": {
|
| 113 |
+
"T cell": 0,
|
| 114 |
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"B cell": 0,
|
| 115 |
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"Monocyte": 0,
|
| 116 |
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"NK cell": 1,
|
| 117 |
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"DC": 1
|
| 118 |
+
},
|
| 119 |
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"broadcast": {
|
| 120 |
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"T cell": 4,
|
| 121 |
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"B cell": 1,
|
| 122 |
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"Monocyte": 0,
|
| 123 |
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"NK cell": 0,
|
| 124 |
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"DC": 0
|
| 125 |
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}
|
| 126 |
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},
|
| 127 |
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"covered": {
|
| 128 |
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"bp": {
|
| 129 |
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"T cell": 0,
|
| 130 |
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"B cell": 0,
|
| 131 |
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"Monocyte": 0,
|
| 132 |
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"NK cell": 1,
|
| 133 |
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"DC": 1
|
| 134 |
+
},
|
| 135 |
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"broadcast": {
|
| 136 |
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"T cell": 4,
|
| 137 |
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"B cell": 1,
|
| 138 |
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"Monocyte": 0,
|
| 139 |
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"NK cell": 0,
|
| 140 |
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"DC": 0
|
| 141 |
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}
|
| 142 |
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}
|
| 143 |
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},
|
| 144 |
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"tool_sha256": "15ed044bbfc39c501c7187ad78586902f2aa0635e7b3a90786b4587cedc2008a",
|
| 145 |
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"score_ft_sha256": "ec5f40b4cea6d5062d0138f3b934abb6465e34cbfeac869c8a0906924c033aec",
|
| 146 |
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"seconds": 0.8
|
| 147 |
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}
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paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw2_cibersortx/contrast.csv
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| 1 |
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genes,celltype,statistic,n_genes,r_generated,r_broadcast,partial_r_generated_given_broadcast,r_generated_vs_broadcast
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| 2 |
+
zero_filled,T cell,mean_cp10k,3072,,0.2701865645650968,,
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| 3 |
+
zero_filled,T cell,pseudobulk_log1p_cpm,3072,,0.29511657864157254,,
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| 4 |
+
zero_filled,B cell,mean_cp10k,3277,,0.15572870002588607,,
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| 5 |
+
zero_filled,B cell,pseudobulk_log1p_cpm,3277,,0.06708509712458424,,
|
| 6 |
+
zero_filled,Monocyte,mean_cp10k,3152,0.07723750314871787,0.37567927431475395,-0.02074677426733286,0.25508070707079916
|
| 7 |
+
zero_filled,Monocyte,pseudobulk_log1p_cpm,3152,0.05003248956279215,0.33780407869585316,-0.055715661245898745,0.2963756712257747
|
| 8 |
+
zero_filled,NK cell,mean_cp10k,3069,,0.2533010131298753,,
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| 9 |
+
zero_filled,NK cell,pseudobulk_log1p_cpm,3069,,0.1357496033139099,,
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| 10 |
+
covered,T cell,mean_cp10k,0,,,,
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| 11 |
+
covered,T cell,pseudobulk_log1p_cpm,0,,,,
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| 12 |
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covered,B cell,mean_cp10k,0,,,,
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| 13 |
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covered,B cell,pseudobulk_log1p_cpm,0,,,,
|
| 14 |
+
covered,Monocyte,mean_cp10k,1047,0.16320470924144997,0.2822336169654617,0.017741457762872226,0.5270100241844768
|
| 15 |
+
covered,Monocyte,pseudobulk_log1p_cpm,1047,0.11852304305552455,0.17534359021561985,0.014972382445335546,0.6092873680240519
|
| 16 |
+
covered,NK cell,mean_cp10k,0,,,,
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| 17 |
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covered,NK cell,pseudobulk_log1p_cpm,0,,,,
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paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw2_cibersortx/per_donor.csv
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| 1 |
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donor,group,bp_comp_l1_final_cells,bp_comp_l1_first_cells,bp_comp_l1_final_mrna,bp_comp_l1_first_mrna,lora_comp_l1,bp_first_T cell,bp_final_T cell,obs_T cell,bp_first_B cell,bp_final_B cell,obs_B cell,bp_first_Monocyte,bp_final_Monocyte,obs_Monocyte,bp_first_NK cell,bp_final_NK cell,obs_NK cell,bp_first_DC,bp_final_DC,obs_DC,bp_first_Other,bp_final_Other,obs_Other
|
| 2 |
+
N064_TOL,TOL,0.2668649206258554,0.2668649206258554,0.43623027484810895,0.43623027484810895,0.2924707766212971,0.575434842967247,0.575434842967247,0.6517213771016813,0.12554939105829352,0.12554939105829352,0.044035228182546036,0.2186686859713069,0.2186686859713069,0.1677341873498799,0.02955800567806618,0.02955800567806618,0.07606084867894315,0.010991805220877273,0.010991805220877273,0.010008006405124099,0.03979726910420897,0.03979726910420897,0.05044035228182546
|
| 3 |
+
N064_FU1,FU1,0.524236930717854,0.524236930717854,0.6633011407072592,0.6633011407072592,0.5370345567718393,0.45403177160547825,0.45403177160547825,0.6396222365314446,0.09128056262885546,0.09128056262885546,0.016527151749302426,0.21246435944747108,0.21246435944747108,0.13865636402661516,0.11986607554900972,0.11986607554900972,0.19167203262502683,0.0,0.0,0.00472204335694355,0.12235723076918568,0.12235723076918568,0.008800171710667526
|
| 4 |
+
N038_BC,BC,0.6340316695188071,0.6340316695188071,0.7354699012374992,0.7354699012374992,0.2705395692014757,0.3556452856937574,0.3556452856937574,0.5608711174580507,0.07982639028599238,0.07982639028599238,0.0046411995715815784,0.1714302889739104,0.1714302889739104,0.16565512317029632,0.1314469994600341,0.1314469994600341,0.2170653338093538,0.008101805113581158,0.008101805113581158,0.034273473759371655,0.25354923047272454,0.25354923047272454,0.017493752231345947
|
| 5 |
+
N038_AC,AC,0.8877363881395064,0.8877363881395064,0.9690652075392359,0.9690652075392359,0.3635305164319248,0.2629428473461143,0.2629428473461143,0.6830985915492958,0.09465436808264541,0.09465436808264541,0.00829979879275654,0.20077416936452655,0.20077416936452655,0.1290241448692153,0.12402606384363059,0.12402606384363059,0.12072434607645875,0.008229200032824614,0.008229200032824614,0.03194164989939638,0.3093733513302586,0.3093733513302586,0.026911468812877263
|
| 6 |
+
N055_AC,AC,0.8683283290536359,0.8683283290536359,0.8028753789208795,0.8028753789208795,0.3838774373259054,0.07392203597555362,0.07392203597555362,0.340297121634169,0.22225724922753196,0.22225724922753196,0.07799442896935933,0.24962453417664424,0.24962453417664424,0.32474466109563604,0.11275725035790234,0.11275725035790234,0.2051996285979573,0.005808709484901721,0.005808709484901721,0.0060352831940575676,0.3356302207774662,0.3356302207774662,0.0457288765088208
|
| 7 |
+
N136_TOL,TOL,1.1321408255529102,1.1321408255529102,1.1559701239022657,1.1559701239022657,0.5303662714097497,0.0,0.0,0.48616600790513836,0.0927017565635488,0.0927017565635488,0.10013175230566534,0.3461963669779746,0.3461963669779746,0.19104084321475626,0.02106972789319762,0.02106972789319762,0.0922266139657444,0.0,0.0,0.0013175230566534915,0.5400321485652789,0.5400321485652789,0.12911725955204217
|
| 8 |
+
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paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw2_cibersortx/summary.json
ADDED
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| 1 |
+
{
|
| 2 |
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"dataset": "ji2025_chili",
|
| 3 |
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"comparison": "fewshot",
|
| 4 |
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"draw": 2,
|
| 5 |
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"gene_mode": "cibersortx",
|
| 6 |
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"stored_scores": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ji2025_chili/fewshot_n5/draw2",
|
| 7 |
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"lora_arm": "lora5",
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| 9 |
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| 10 |
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| 12 |
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| 13 |
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},
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}
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},
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| 93 |
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| 94 |
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| 96 |
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| 97 |
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| 98 |
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| 99 |
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| 100 |
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| 101 |
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| 102 |
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},
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| 103 |
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"gates": {
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| 104 |
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"observed_composition_equal": true,
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| 105 |
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| 106 |
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| 107 |
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},
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| 108 |
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| 109 |
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| 110 |
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| 111 |
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| 112 |
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| 113 |
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| 114 |
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| 115 |
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| 116 |
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| 117 |
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| 118 |
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| 119 |
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| 120 |
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| 121 |
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| 122 |
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| 123 |
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| 124 |
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| 125 |
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| 126 |
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| 127 |
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| 128 |
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},
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| 129 |
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"covered": {
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| 130 |
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| 131 |
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| 132 |
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| 133 |
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| 134 |
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| 136 |
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| 137 |
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| 139 |
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| 142 |
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| 143 |
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| 144 |
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}
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| 145 |
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},
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| 146 |
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| 154 |
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"seconds": 1.2
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| 157 |
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