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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_draw0/contrast.csv ADDED
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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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+ zero_filled,B cell,mean_cp10k,3233,0.10648466797366472,0.10073938447302222,0.04794016554157737,0.7370444840446739
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+ zero_filled,B cell,pseudobulk_log1p_cpm,3233,0.012958044635130153,0.012072638770403557,0.004801644392555829,0.8999232015458012
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+ zero_filled,NK cell,mean_cp10k,3059,0.12375810805911386,0.1665379702415652,-0.029940463348975987,0.8394563262189348
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+ zero_filled,NK cell,pseudobulk_log1p_cpm,3059,0.09014617475987623,0.15048321474174686,-0.16008199585183006,0.9445077460349559
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+ covered,B cell,pseudobulk_log1p_cpm,3212,0.01265923658264326,-0.014250582156279033,0.06797165250449312,0.9249072868919246
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+ covered,Monocyte,mean_cp10k,3171,0.37772051743861446,0.3741906883223772,0.07558059560363385,0.9522349533430811
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+ covered,Monocyte,pseudobulk_log1p_cpm,3171,0.3245120616359513,0.33479993062155844,-0.036764053030403206,0.986324997220056
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+ covered,NK cell,mean_cp10k,3037,0.13110388173586968,0.14737400896929465,-0.004605705079176857,0.9028874923744212
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+ covered,NK cell,pseudobulk_log1p_cpm,3037,0.09403831449789922,0.1124457654229603,-0.06178932444539974,0.9696971344883143
paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw0/per_donor.csv ADDED
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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_draw0/summary.json ADDED
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+ {
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+ "dataset": "ji2025_chili",
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+ "comparison": "fewshot",
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+ "draw": 0,
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+ "gene_mode": "score",
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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/draw0",
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+ "lora_arm": "lora5",
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+ "n_donors": 25,
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+ "contrast": true,
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+ "genes_scoring": 5752,
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+ "genes_covered_by_Z_all_donors": 5686,
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+ "bayesprism": {
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+ "comp_l1_by_variant": {
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+ "final_cells": 1.0881064322609375,
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+ "first_cells": 1.035522254704717,
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+ "final_mrna": 1.1230510137666498,
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+ "first_mrna": 1.0617398622381342
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+ },
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+ "mean_fraction": {
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+ "final_cells": {
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+ "T cell": 0.0168,
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+ "Monocyte": 0.5283,
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+ "NK cell": 0.2767,
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+ "DC": 0.0,
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+ "Other": 0.1557
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+ },
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+ "first_cells": {
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+ "NK cell": 0.2751,
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+ "DC": 0.0044,
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+ "Other": 0.1602
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+ },
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+ "final_mrna": {
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+ "T cell": 0.0152,
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+ "Monocyte": 0.621,
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+ "NK cell": 0.1847,
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+ "Other": 0.1567
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+ },
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+ "first_mrna": {
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+ "NK cell": 0.1843,
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+ }
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+ },
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+ "logfc_r_mean_cp10k": 0.2100217096465254,
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+ "partial_r_mean_cp10k": 0.05705121990314871,
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+ "logfc_r_mean_cp10k_covered_genes": 0.21476502864578612,
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+ "deg_top50_sum": 0,
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+ "deg_top50_sum_covered_genes": 0,
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+ "per_type_logfc_r": {
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+ },
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+ "observed_mean_fraction": {
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+ "partial_r_mean_cp10k": 0.36588903106531123
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+ "logfc_r_mean_cp10k_covered_genes": 0.20115944437037211,
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+ "deg_top50_sum": 0
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+ "other_arms": {
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+ "zs_raw": {
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+ "logfc_r_mean_cp10k": 0.10251919469370015,
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+ "zs_pseudo": {
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+ }
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+ },
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+ "gates": {
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105
+ "broadcast_r_equal": true,
106
+ "broadcast_deg_equal": true
107
+ },
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+ "n_case": 14,
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+ "n_control": 11,
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+ "deg_per_type": {
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+ "zero_filled": {
112
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115
+ "Monocyte": 0,
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+ "NK cell": 0,
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+ },
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+ "broadcast": {
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+ }
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+ },
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+ "covered": {
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+ "DC": 0
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+ }
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+ },
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+ "tool_sha256": "15ed044bbfc39c501c7187ad78586902f2aa0635e7b3a90786b4587cedc2008a",
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+ "score_ft_sha256": "ec5f40b4cea6d5062d0138f3b934abb6465e34cbfeac869c8a0906924c033aec",
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+ "seconds": 0.8
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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_draw0_cibersortx/contrast.csv ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ genes,celltype,statistic,n_genes,r_generated,r_broadcast,partial_r_generated_given_broadcast,r_generated_vs_broadcast
2
+ zero_filled,T cell,mean_cp10k,3038,,0.21197028589936057,,
3
+ zero_filled,T cell,pseudobulk_log1p_cpm,3038,,0.3111080127833571,,
4
+ zero_filled,B cell,mean_cp10k,3233,,0.10073938447302222,,
5
+ zero_filled,B cell,pseudobulk_log1p_cpm,3233,,0.012072638770403557,,
6
+ zero_filled,Monocyte,mean_cp10k,3193,0.18216746572132886,0.3732268158395985,0.008337046485416296,0.4697935017228284
7
+ zero_filled,Monocyte,pseudobulk_log1p_cpm,3193,0.14794398894578972,0.3506580485024196,0.010782265378838219,0.39545495704666156
8
+ zero_filled,NK cell,mean_cp10k,3059,,0.1665379702415652,,
9
+ zero_filled,NK cell,pseudobulk_log1p_cpm,3059,,0.15048321474174686,,
10
+ covered,T cell,mean_cp10k,0,,,,
11
+ covered,T cell,pseudobulk_log1p_cpm,0,,,,
12
+ covered,B cell,mean_cp10k,0,,,,
13
+ covered,B cell,pseudobulk_log1p_cpm,0,,,,
14
+ covered,Monocyte,mean_cp10k,1384,0.27486610240217746,0.3978393598014329,-0.019921172342008103,0.7226515789996473
15
+ covered,Monocyte,pseudobulk_log1p_cpm,1384,0.25126264950283905,0.3317124736728882,0.026614601796959087,0.7036922842752565
16
+ covered,NK cell,mean_cp10k,0,,,,
17
+ covered,NK cell,pseudobulk_log1p_cpm,0,,,,