Archive 4 checkpoints (1-4)

paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/x1_priority_20261015/builds/20261015T120743086141Z/sources/0e5c43e50f929e64/support.json

@@ -0,0 +1,141 @@
+{
+  "schema": "pbisc.paper.strict-support.v1",
+  "cohort": "immicro",
+  "design": "healthy_outerfold",
+  "unit": "fold3_n40",
+  "n_pairs": 40,
+  "train_sample_ids": [
+    "HS59",
+    "HS104",
+    "HS2",
+    "HS25",
+    "HS41",
+    "HS92",
+    "HS76",
+    "HS64",
+    "HS66",
+    "HS9",
+    "HS50",
+    "HS94",
+    "HS101",
+    "HS37",
+    "HS95",
+    "HS47",
+    "HS65",
+    "HS12",
+    "HS102",
+    "HS57",
+    "HS103",
+    "HS44",
+    "HS70",
+    "HS34",
+    "HS86",
+    "HS82",
+    "HS108",
+    "HS93",
+    "HS42",
+    "HS31",
+    "HS46",
+    "HS96",
+    "HS71",
+    "HS54",
+    "HS81",
+    "HS39",
+    "HS74",
+    "HS14",
+    "HS91",
+    "HS56"
+  ],
+  "train_donor_ids": [
+    "HS59",
+    "HS104",
+    "HS2",
+    "HS25",
+    "HS41",
+    "HS92",
+    "HS76",
+    "HS64",
+    "HS66",
+    "HS9",
+    "HS50",
+    "HS94",
+    "HS101",
+    "HS37",
+    "HS95",
+    "HS47",
+    "HS65",
+    "HS12",
+    "HS102",
+    "HS57",
+    "HS103",
+    "HS44",
+    "HS70",
+    "HS34",
+    "HS86",
+    "HS82",
+    "HS108",
+    "HS93",
+    "HS42",
+    "HS31",
+    "HS46",
+    "HS96",
+    "HS71",
+    "HS54",
+    "HS81",
+    "HS39",
+    "HS74",
+    "HS14",
+    "HS91",
+    "HS56"
+  ],
+  "test_sample_ids": [
+    "HS1",
+    "HS4",
+    "HS10",
+    "HS15",
+    "HS23",
+    "HS29",
+    "HS30",
+    "HS40",
+    "HS49",
+    "HS53",
+    "HS61",
+    "HS62",
+    "HS63",
+    "HS69",
+    "HS78",
+    "HS79",
+    "HS89",
+    "HS90",
+    "HS100",
+    "HS106",
+    "HS110"
+  ],
+  "test_donor_ids": [
+    "HS1",
+    "HS4",
+    "HS10",
+    "HS15",
+    "HS23",
+    "HS29",
+    "HS30",
+    "HS40",
+    "HS49",
+    "HS53",
+    "HS61",
+    "HS62",
+    "HS63",
+    "HS69",
+    "HS78",
+    "HS79",
+    "HS89",
+    "HS90",
+    "HS100",
+    "HS106",
+    "HS110"
+  ],
+  "excluded_sample_ids": [],
+  "seed": 20261015,
+  "selection_audit": [],
+  "sha256": "457ae60d867da300d96362599a9f620a09620452e46bbc389594819508e14958"
+}

paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/x1_priority_20261015/builds/20261015T120743086141Z/sources/427723700e39648a/headline.csv

@@ -0,0 +1,6 @@
+dataset,design,unit,arm,label,role,condition,pearson_r,spearman_r,partial_r,broadcast_pearson_r,broadcast_spearman_r,splithalf_r_AB,splithalf_r_AB_sd,splithalf_spearman_AB,sb_reliability,noise_free_ceiling,r_generated_vs_halfB,r_broadcast_vs_halfB,welch_top50,welch_top50_max,welch_top50_chance,welch_top50_broadcast,welch_top50_broadcast_chance,welch_n_sig_obs,welch_n_sig_gen,welch_n_sig_broadcast_per_type,welch_types_scored,limma_top50,limma_top50_max,limma_top50_chance,limma_top50_broadcast,limma_top50_broadcast_chance,limma_n_sig_obs,limma_n_sig_gen,limma_n_sig_broadcast_per_type,limma_types_scored,limma_fbe_top50,limma_fbe_top50_max,limma_fbe_top50_chance,limma_fbe_top50_broadcast,limma_fbe_top50_broadcast_chance,limma_fbe_n_sig_obs,limma_fbe_n_sig_gen,limma_fbe_n_sig_broadcast_per_type,limma_fbe_types_scored,cat50,cat50_chance,cat100,cat100_chance,rbo,rbo_up_down,cat_types,broadcast_cat50,broadcast_cat50_chance,broadcast_cat100,broadcast_cat100_chance,broadcast_rbo,broadcast_rbo_up_down,broadcast_cat_types,repro_pass
+ye2026_sepsis,scored,strict,lora,lora,other,test_raw.npz@3278dc67,0.4117403746586899,0.3051414301824399,0.3620194401436488,0.3264466405549955,0.3383113176560135,0.9576200238786292,0.0015850845651131918,0.8347393836254738,0.978197437299057,0.9890183716634495,0.41009257225681567,0.3263627044282643,15,250,3.1350140255155523,19,2.246447283685753,7459,1588,1139,5,16,250,2.5718925171559808,37,2.246447283685753,5383,2478,633,5,15,242,8.648995704868604,30,5.677931797865433,3087,730,381,5,0.088,0.006270028051031104,0.094,0.012540056102062208,0.15561804740880672,0.10856063238859148,5,0.044,0.004492894567371506,0.05600000000000001,0.008985789134743013,0.06543513288031592,0.07061944160903703,5,True
+ye2026_sepsis,scored,strict,pairedcal,pairedcal,other,test_cal.npz@d5aff6eb,0.10070723305211987,0.12767486573511705,0.010413028422096186,0.3275506478456903,0.4039845192468114,0.9576200238786292,0.0015850845651131918,0.8347393836254738,0.978197437299057,0.9890183716634495,0.10317508492906557,0.32802255086402077,6,250,2.4226339320181065,33,2.246447283685753,7459,1204,2979,5,10,250,2.1964018414561837,37,2.246447283685753,5383,533,684,5,14,242,7.4219523183179135,29,5.710312716004443,3087,661,289,5,0.036,0.006247137022914718,0.05,0.012494274045829435,0.07517574518968832,0.06102312199034178,5,0.052000000000000005,0.004492894567371506,0.064,0.008985789134743013,0.06839148124225249,0.07232903336777015,5,True
+ye2026_sepsis,scored,strict,scsemi,scsemi,other,test_raw.npz@3278dc67,0.5062400256266513,0.23849990327851542,0.43364809135299587,0.3264466405549955,0.3383113176560135,0.9576200238786292,0.0015850845651131918,0.8347393836254738,0.978197437299057,0.9890183716634495,0.5034614893405126,0.3263627044282643,16,250,7.4446376132614365,19,2.246447283685753,7459,407,1139,5,23,250,7.4446376132614365,37,2.246447283685753,5383,3877,633,5,16,242,45.805003672970074,30,5.677931797865433,3087,530,381,5,0.016,0.014889275226522872,0.046,0.029778550453045744,0.06080828022015461,0.04796434263789197,5,0.044,0.004492894567371506,0.05600000000000001,0.008985789134743013,0.06543513288031592,0.07061944160903703,5,True
+ye2026_sepsis,scored,strict,raw,raw,other,conditions_raw.npz@36add186,-0.019690319843561142,-0.03981889593634906,-0.10443007913089528,0.3264466405549955,0.3383113176560135,0.9576200238786292,0.0015850845651131918,0.8347393836254738,0.978197437299057,0.9890183716634495,-0.01642808074117548,0.3263627044282643,12,250,2.5562600752800297,19,2.246447283685753,7459,2246,1139,5,12,250,1.9915229944879869,37,2.246447283685753,5383,3012,633,5,9,242,6.102906319765347,30,5.677931797865433,3087,2030,381,5,0.008,0.0059310355330043155,0.022,0.011862071066008631,0.03261231601182658,0.02592336606992853,5,0.044,0.004492894567371506,0.05600000000000001,0.008985789134743013,0.06543513288031592,0.07061944160903703,5,True
+ye2026_sepsis,scored,strict,refcal,refcal,other,conditions_refcal.npz@3886924b,0.1482193477827793,0.11061706122053544,0.07686374943320823,0.24774401774939386,0.19665611389540016,0.9576200238786292,0.0015850845651131918,0.8347393836254738,0.978197437299057,0.9890183716634495,0.14896980550075684,0.24844044139601137,6,250,2.577910620407454,9,2.246447283685753,7459,872,808,5,9,250,2.116834378339727,35,2.246447283685753,5383,2429,502,5,9,242,9.527305743218612,26,5.770278577104309,3087,366,345,5,0.024,0.0063487220263837175,0.046,0.012697444052767435,0.06683054745206232,0.05292713331942328,5,0.04,0.004492894567371506,0.06,0.008985789134743013,0.06875313925627537,0.06815222185111651,5,True

paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/x1_priority_20261015/builds/20261015T120743086141Z/sources/6722258650dc1db1/summary.json

@@ -0,0 +1,211 @@
+{
+ "schema": "paired_ft_scores.v1",
+ "dataset": "immicro",
+ "written_utc": "2026-10-15T11:43:36.263827+00:00",
+ "command": [
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py",
+  "--dataset",
+  "immicro",
+  "--out",
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold4/n20/lora/score",
+  "--donors",
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold4/n20/lora/test_sample_ids.txt",
+  "--threads",
+  "2",
+  "--arm",
+  "lora=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold4/n20/lora.npz",
+  "--no-contrast",
+  "--no-deg"
+ ],
+ "arms": [
+  "lora"
+ ],
+ "donors": [
+  "HS8",
+  "HS11",
+  "HS20",
+  "HS27",
+  "HS28",
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+  "HS103",
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+ ],
+ "n_donors": 21,
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+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/utility_studies_final6k_20260925/umap/cell_immicro_5arm/tools/stage_b_embed.py": "d056cfdf38fb0e5f478756f370174e993b75d0c973c48e02e21749175a4ca2da",
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+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/predict_scanvi.py": "482ee5dcf4d72b54bc36cbb6dcff62e5030bc7afc46cb5fb01eca73a82ee45a5",
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/poisson_readout.py": "8bfa080942fbcdc89ae23b276524a1a83266fb8cbc56b9af279e50f82e6cde38"
+ },
+ "seconds": 13.7
+}

paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/x1_priority_20261015/builds/20261015T120743086141Z/sources/a3535e75198715ed/metrics.csv

@@ -0,0 +1,25 @@
+dataset,design,unit,label,set,real_side,mode,n_real,n_gen,precision_k3,coverage_k3,density_k3,expected_coverage_identical_k3,precision_k5,coverage_k5,density_k5,expected_coverage_identical_k5,precision_k10,coverage_k10,density_k10,expected_coverage_identical_k10,c2st_knn_auc,c2st_knn_auc_sd,c2st_rf_auc,c2st_rf_auc_sd,nn1_acc,nn1_acc_real,nn1_acc_gen,mmd2_bw0.5,mmd2_bw1,mmd2_bw2,mmd2_sum,mmd_bandwidth_m,seconds
+imperial_eskd,scored,strict,Real vs real control (held-out real cells),real_R2,R1,raw,21232,21232,0.8394875659382065,0.9204973624717407,1.3104747550866618,0.8750176622275478,0.913715146948003,0.9851168048229089,1.299698568198945,0.9687610382422729,0.9693858327053504,0.9998116051243406,1.2866569329314241,0.9990247018518403,0.5027809180362924,0.002595691949041581,0.5592952053301239,0.00918832479029859,0.5036501507159006,0.42803315749811605,0.5792671439336851,5.8404783178978015e-05,-1.8715556886483853e-06,-3.6641742573451097e-06,5.286905323298452e-05,25.735726960115755,91.5
+imperial_eskd,scored,strict,Real vs real control (held-out real cells),real_R2,R1,dm,21232,21232,0.8405237377543331,0.9190373021853806,1.3110399397136399,0.8750176622275478,0.9138564431047476,0.9837509419743783,1.301544837980407,0.9687610382422729,0.9689619442351168,0.9996703089675961,1.28150433308214,0.9990247018518403,0.5017213423451137,0.0038793907817058068,0.5601254719643944,0.0064455668126656915,0.5020723436322532,0.4266672946495855,0.5774773926149209,5.0233402709931596e-05,-4.555366881930922e-06,-4.1800938674896315e-06,4.149794196051104e-05,25.735726960115755,91.6
+imperial_eskd,scored,strict,Real vs real control (out-of-sample: R2 vs R3),real_R3,R2,raw,20606,20606,,,,,,,,,,,,,0.4975349089172962,0.007650165347366592,0.5021803086603513,0.004215972376291308,0.5013102979714646,0.5014558866349607,0.5011647093079685,-6.69102299122315e-06,-4.869088171544078e-06,-1.7852276026353309e-06,-1.3345338765402559e-05,25.735726960115755,79.1
+imperial_eskd,scored,strict,Real vs real control (out-of-sample: R2 vs R3),real_R3,R2,dm,20606,20606,,,,,,,,,,,,,0.4948344406600227,0.006362023026128428,0.49820667236916616,0.004364795574117686,0.5008977967582258,0.5030088323789188,0.49878676113753273,-7.744847762225504e-06,-5.701272353775266e-06,-2.0813925931673083e-06,-1.552751270916808e-05,25.735726960115755,77.3
+imperial_eskd,scored,strict,,lora,R1,raw,21232,21232,0.6099755086661642,0.40589675960813865,0.6287992966591308,0.8750176622275478,0.7273926149208741,0.5163432554634514,0.6463168801808591,0.9687610382422729,0.8489073097211756,0.6606066314996232,0.6656038055764883,0.9990247018518403,0.9262902023700181,0.00203831138398073,0.9292107943205524,0.002936344966746263,0.8261821778447627,0.7926243406179352,0.85974001507159,0.030104645768375182,0.018483706694438107,0.005893151475271807,0.054481503938085096,25.735726960115755,66.8
+imperial_eskd,scored,strict,,lora,R1,dm,21232,21232,0.6710154483798041,0.5757347400150716,0.8736812358703844,0.8750176622275478,0.7767049736247174,0.7063394875659382,0.8928033157498116,0.9687610382422729,0.8850320271288621,0.849707987942728,0.910663149962321,0.9990247018518403,0.8845845471263238,0.0041697008130288545,0.9022241810154152,0.00514559996965244,0.7687452901281085,0.7025244913338358,0.8349660889223813,0.018757942347302548,0.01090400403978986,0.0035127375638102087,0.03317468395090262,25.735726960115755,66.3
+imperial_eskd,scored,strict,,lora,R2,raw,21232,21232,,,,,,,,,,,,,0.9315518653387095,0.002671779067732663,0.928973796618747,0.002243576107001684,0.8291258477769404,0.8300207234363225,0.8282309721175584,0.029310729497897203,0.018345049251527135,0.005917218329526408,0.053572997078950746,25.735726960115755,59.8
+imperial_eskd,scored,strict,,lora,R2,dm,21232,21232,,,,,,,,,,,,,0.886421646200338,0.001248292252828461,0.9026940354110845,0.002469950652085636,0.7683214016578749,0.7256499623210249,0.8109928409947249,0.018579851625619037,0.011083441133492133,0.0036151034391513903,0.03327839619826256,25.735726960115755,60.5
+imperial_eskd,scored,strict,,pairedcal,R1,raw,21232,21232,0.6067727957799548,0.37250376789751316,0.6113256719417232,0.8750176622275478,0.7300301431801055,0.479888847023361,0.6410041446872645,0.9687610382422729,0.8537584777694047,0.6304634513941221,0.6800678221552373,0.9990247018518403,0.9576150664652641,0.0029147833320689455,0.9672610493863638,0.002633507215933301,0.8731396006028636,0.8166446872645065,0.9296345139412208,0.043501617967040274,0.024830777366569023,0.007894962483713464,0.07622735781732276,25.735726960115755,64.3
+imperial_eskd,scored,strict,,pairedcal,R1,dm,21232,21232,0.6583458929917106,0.4149868123587038,0.7604716151720673,0.8750176622275478,0.7706292388847024,0.5285418236623964,0.7882253202712886,0.9687610382422729,0.8811228334589299,0.6784099472494348,0.8120478522984176,0.9990247018518403,0.9490410042622281,0.003219396219885342,0.9667948464045889,0.0012267073179643502,0.8595045214770158,0.7912584777694047,0.927750565184627,0.04486126626153758,0.026415842865174177,0.008481188870200329,0.07975829799691209,25.735726960115755,66.3
+imperial_eskd,scored,strict,,pairedcal,R2,raw,21232,21232,,,,,,,,,,,,,0.9619076746430778,0.0030293901135706115,0.967077239481976,0.0018278516305760821,0.8753532403918614,0.8432083647324793,0.9074981160512434,0.04227715078320954,0.024567975549061316,0.007889450991276359,0.07473457732354721,25.735726960115755,58.1
+imperial_eskd,scored,strict,,pairedcal,R2,dm,21232,21232,,,,,,,,,,,,,0.9507719813777353,0.003546157860691835,0.9672657051166358,0.0025417617784120514,0.8638847023360965,0.814336850037679,0.9134325546345139,0.044141703359361906,0.026297517919626312,0.008495162302595949,0.07893438358158417,25.735726960115755,59.3
+imperial_eskd,scored,strict,,scsemi,R1,raw,21232,21232,0.0783251695553881,0.017520723436322532,0.03252951519718664,0.8750176622275478,0.1244819140919367,0.025904295403165033,0.03522042200452148,0.9687610382422729,0.24156932931424266,0.04130557648831952,0.04066032403918614,0.9990247018518403,0.9993974574887929,0.00018822640338084386,0.9998806519900765,3.057820077564765e-05,0.996491145440844,0.9932648831951771,0.999717407686511,0.24247000574989097,0.16411074256186353,0.05549758088236101,0.4620783291941155,25.735726960115755,66.9
+imperial_eskd,scored,strict,,scsemi,R1,dm,21232,21232,0.21745478522984174,0.06556141672946496,0.1392866114041698,0.8750176622275478,0.2929540316503391,0.09575169555388094,0.13851733232856067,0.9687610382422729,0.4188489073097212,0.15674453654860587,0.14232761868877167,0.9990247018518403,0.9976203507711949,0.0005593443880780354,0.9995988564734632,0.00010819685727704919,0.9865297663903542,0.9738602110022607,0.9991993217784476,0.21779897759420902,0.14022482377854462,0.04618900469863507,0.4042128060713887,25.735726960115755,71.4
+imperial_eskd,scored,strict,,scsemi,R2,raw,21232,21232,,,,,,,,,,,,,0.9994192288688992,0.0001978322855051834,0.9998871681615318,2.0714796484935804e-05,0.9971976262245666,0.9947720422004521,0.9996232102486813,0.24315382751242293,0.16382750522506617,0.05538666311198526,0.46236799584947436,25.735726960115755,62.0
+imperial_eskd,scored,strict,,scsemi,R2,dm,21232,21232,,,,,,,,,,,,,0.9978560629888898,0.0008265990709661844,0.9995875556377809,0.00012561317193125038,0.9871420497362472,0.9750847776940467,0.9991993217784476,0.21788511344528821,0.14029333965083413,0.046262075382302204,0.40444052847842454,25.735726960115755,66.4
+imperial_eskd,scored,strict,,raw,R1,raw,21232,21232,0.2167954031650339,0.050160135644310475,0.10812295905551368,0.8750176622275478,0.30665975885455915,0.07224943481537302,0.10888281838733986,0.9687610382422729,0.48930859080633005,0.11412019593067069,0.12208458929917106,0.9990247018518403,0.9956162128050817,0.00031283277979734435,0.9975526439585369,0.0002745395327859862,0.9800301431801055,0.9786642803315749,0.981396006028636,0.1618906197571128,0.24001726168290372,0.10879218376052635,0.5107000652005429,25.735726960115755,66.6
+imperial_eskd,scored,strict,,raw,R1,dm,21232,21232,0.22885267520723437,0.0672569706103994,0.11611404169806583,0.8750176622275478,0.332611152976639,0.09862471740768651,0.12390730972117558,0.9687610382422729,0.5175207234363225,0.15321213262999248,0.1351262245666918,0.9990247018518403,0.9941242402583637,0.0006505097736768905,0.9965311602992643,0.0002884561626379242,0.9732950263752826,0.9718349660889224,0.9747550866616428,0.14556002687733552,0.22138503293304457,0.100454178635627,0.46739923844600706,25.735726960115755,65.4
+imperial_eskd,scored,strict,,raw,R2,raw,21232,21232,,,,,,,,,,,,,0.9956993759127386,0.00044221725336663546,0.9976795525413916,0.000248903265902029,0.9794885079125848,0.9821024868123587,0.9768745290128108,0.16750849588507843,0.24225800252944996,0.10905496636591105,0.5188214647804394,25.735726960115755,62.3
+imperial_eskd,scored,strict,,raw,R2,dm,21232,21232,,,,,,,,,,,,,0.9949436212273957,0.0007851022953115229,0.9966535830250525,0.00043244487181969053,0.9734363225320272,0.9765919366993218,0.9702807083647325,0.14988420958265952,0.2227895608730761,0.10045018708630726,0.4731239575420429,25.735726960115755,59.9
+imperial_eskd,scored,strict,,refcal,R1,raw,21232,21232,0.5601450640542577,0.20897701582516956,0.47294963576990706,0.8750176622275478,0.6794932177844762,0.2694517709118312,0.4726168048229088,0.9687610382422729,0.8204596834966089,0.36379050489826675,0.48929917106254706,0.9990247018518403,0.9806468775063892,0.0018613439451990901,0.9864888580850657,0.0011780586474482541,0.9283863978899773,0.8945459683496609,0.9622268274302939,0.08815947380377798,0.06043865821261463,0.02040189035432416,0.16900002237071676,25.735726960115755,65.4
+imperial_eskd,scored,strict,,refcal,R1,dm,21232,21232,0.5979653353428787,0.28734928409947247,0.5668958804320522,0.8750176622275478,0.7102486812358704,0.37749623210248684,0.5743688771665411,0.9687610382422729,0.8311981914091937,0.5074415975885456,0.5885220422004521,0.9990247018518403,0.9727315575267241,0.0020298736156602326,0.9820580804967562,0.0012500327251112945,0.9051667294649586,0.8562547098718915,0.9540787490580256,0.06863739011320952,0.04546032786174581,0.015214412498227636,0.12931213047318296,25.735726960115755,66.6
+imperial_eskd,scored,strict,,refcal,R2,raw,21232,21232,,,,,,,,,,,,,0.9836896556738429,0.0008052832397215469,0.9867915617116136,0.001571728564225463,0.9341324415975886,0.9136209495101734,0.9546439336850038,0.08826902019314037,0.06035474012562303,0.020381243064524046,0.16900500338328744,25.735726960115755,59.3
+imperial_eskd,scored,strict,,refcal,R2,dm,21232,21232,,,,,,,,,,,,,0.9743093816109856,0.002069526255208664,0.9822092498171757,0.0016889602269717161,0.9082987942727958,0.8702430293896006,0.946354559155991,0.06890112007001964,0.045563410699722695,0.01524954988568994,0.12971408065543227,25.735726960115755,60.2