diff --git a/paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/cibersortx/ji2025_chili/fewshot0/out_fractions/CIBERSORTx_refsample_inferred_phenoclasses.txt b/paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/cibersortx/ji2025_chili/fewshot0/out_fractions/CIBERSORTx_refsample_inferred_phenoclasses.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e52e2032a16c79ccce64c632dfc133eccc9fefc3
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/cibersortx/ji2025_chili/fewshot0/out_fractions/CIBERSORTx_refsample_inferred_phenoclasses.txt
@@ -0,0 +1,6 @@
+B cell	1	1	1	1	1	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2
+DC	2	2	2	2	2	1	1	1	1	1	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2
+Monocyte	2	2	2	2	2	2	2	2	2	2	1	1	1	1	1	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2
+NK cell	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	1	1	1	1	1	2	2	2	2	2	2	2	2	2	2
+Other	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	1	1	1	1	1	2	2	2	2	2
+T cell	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	1	1	1	1	1
diff --git a/paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/cibersortx/ji2025_chili/fewshot0/out_fractions/CIBERSORTx_sigmatrix_Adjusted.txt b/paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/cibersortx/ji2025_chili/fewshot0/out_fractions/CIBERSORTx_sigmatrix_Adjusted.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af2999cfa59aa7f24161cf8001993136b0b0e329
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/cibersortx/ji2025_chili/fewshot0/out_fractions/CIBERSORTx_sigmatrix_Adjusted.txt
@@ -0,0 +1,2444 @@
+GeneSymbol	B cell	DC	Monocyte	NK cell	Other	T cell
+ENSG00000000938	103.44769197045280862	278.59586300097362255	675.76078060739473585	359.06346324997088004	74.78769060363519827	66.68303459358558882
+ENSG00000001561	1.97877382535296520	9.65879184317761563	3.61091263338731361	29.20843533094768318	4.07631807414227243	0.00000000000000000
+ENSG00000001617	0.12758782650080544	0.07185290710100496	1.45100097769582370	0.00000000000000000	0.00000000000000000	1.89542684422055618
+ENSG00000002587	12.35997321059019249	20.39599183738832266	1.21030302707291137	2.71250436345642321	0.59495420820291467	0.70962559919857937
+ENSG00000002933	2.30291152514543418	0.00000000000000000	118.49528974684504590	2.89624534466602412	1.29226553540125111	0.91792187503670797
+ENSG00000003436	5.60813971035610415	10.11848073271475634	9.94244645964027107	5.82596443106187500	111.88211762035176378	1.15206063986051466
+ENSG00000004468	73.74720681268921396	5.86046324948224928	0.00000000000000000	193.17864825065115042	24.44756294878120428	2.54614067416904932
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+ENSG00000004939	40.21131618697395282	12.61853352034858844	0.00000000000000000	5.70063199293964651	353.76836728792710574	14.58800383069417705
+ENSG00000005102	0.00000000000000000	0.00000000000000000	0.16996018641061614	0.00000000000000000	0.24040105527489297	7.75453686084354210
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+ENSG00000009694	0.00000000000000000	0.00000000000000000	0.00000000000000000	32.58341697309664653	7.98296806566295380	12.53092005275112797
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+ENSG00000010671	47.63285592895859111	27.28260172265421701	32.78570018805789488	9.05692548965243738	46.91231319384205989	3.49345776503729155
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+ENSG00000011422	59.13769728684967220	402.35840983687990047	634.18558883034506835	40.25409449531718309	54.24729169988351174	28.12254276576084067
+ENSG00000011590	11.33003507646234986	0.06175342647278934	0.00000000000000000	0.00000000000000000	0.30941065029330578	0.00000000000000000
+ENSG00000011600	242.35697003583663900	1969.94753961542687648	3962.71291017076009666	1993.58630550290899919	395.83261914414453031	152.82681905158864311
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diff --git a/paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/cibersortx/ji2025_chili/fewshot0/out_hires/fractions_results.txt b/paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/cibersortx/ji2025_chili/fewshot0/out_hires/fractions_results.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d3d5b55f364de584464d31c690c9637628d9bc9
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/cibersortx/ji2025_chili/fewshot0/out_hires/fractions_results.txt
@@ -0,0 +1,26 @@
+Mixture	B cell	DC	Monocyte	NK cell	Other	T cell
+N064_TOL	0.0738396523466784	0.0886976472683572	0.2255199369463701	0.0802022549928107	0.065469538811908	0.4662709696338754
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+N038_BC	0.1114818255898818	0.051489636591362	0.1675508538876118	0.0925757776531259	0.3625179919656678	0.2143839143123505
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+N055_AC	0.1923699796350721	0.0	0.2750907478345885	0.0750028415558879	0.4328907618440623	0.0246456691303891
+N136_TOL	0.1283454587666419	0.0	0.2838316171506282	0.0496678505749805	0.5381550735077492	0.0
+N136_FU1	0.1148099173275622	0.0	0.3726388807894033	0.0221537209422564	0.3815682842162433	0.1088291967245345
+N128_BC	0.1410512074520296	0.1080334377077167	0.2694981908813091	0.0133890627216119	0.3115886555128119	0.1564394457245205
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+N129_BC	0.1292145887312927	0.0928494587838863	0.2218237257280946	0.035493632045595	0.3205042629811163	0.2001143317300148
+N129_AC	0.0921063810613102	0.0967463608885261	0.1852512785235682	0.0661410674783299	0.3672946206976402	0.192460291350625
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+N159_BC	0.0975355070976264	0.0	0.1337340239436525	0.0159682509487199	0.4254205904207422	0.3273416275892587
+N001_TOL	0.1020996210111454	0.1147188589730298	0.0707357228763377	0.047080623249488	0.519681803118559	0.1456833707714397
+N001_FU1	0.1073450864132983	0.0335313608479238	0.1474761309151325	0.0573348447677167	0.6122667978859174	0.0420457791700111
+N002_TOL	0.151652175944159	0.1347726418675372	0.1383053511928845	0.0391262335519557	0.2970039085060432	0.2391396889374202
+N002_FU1	0.0915964982830623	0.1777604240976675	0.0732726004292572	0.0454913977687587	0.5064436083212887	0.1054354710999654
+N005_BC	0.0967829446244668	0.0170717750556947	0.1635139425852669	0.062575843019532	0.6231934570078707	0.0368620377071688
+N005_AC	0.0538529998830986	0.0755479609398367	0.0781093901609801	0.2150402868470515	0.2325224603074689	0.344926901861564
+N022_TOL	0.0996612258526945	0.0	0.2973481192721232	0.1011367729137366	0.3336294609943836	0.1682244209670617
+N022_FU1	0.0824532571075644	0.0112780852653805	0.1185038337962181	0.1990076871672073	0.3418383075246456	0.2469188291389839
+N035_TOL	0.0910214530499147	0.0196851346128808	0.1024744531796686	0.0874215251693927	0.699397433988143	0.0
+N043_TOL	0.1087524506915941	0.0230549492728155	0.1046365097509811	0.0944409844865623	0.6691151057980468	0.0
+N043_FU1	0.1184541216922832	0.0	0.3881230385969389	0.0900860151675008	0.3370774531839979	0.066259371359279
diff --git a/paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/cibersortx/ji2025_chili/fewshot1/out_fractions/CIBERSORTx_Adjusted.txt b/paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/cibersortx/ji2025_chili/fewshot1/out_fractions/CIBERSORTx_Adjusted.txt
new file mode 100644
index 0000000000000000000000000000000000000000..581ae70013882b6ceafe2b2ee1c8f8c5edb02812
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/cibersortx/ji2025_chili/fewshot1/out_fractions/CIBERSORTx_Adjusted.txt
@@ -0,0 +1,27 @@
+Mixture	B cell	DC	Monocyte	NK cell	Other	T cell	P-value	Correlation	RMSE
+N064_TOL	0.07843391533438564	0.05858196047108469	0.23899695096581408	0.14628069882084518	0.02170967197545864	0.45599680243241170	9999.00000000000000000	0.42998439212051215	0.94333073879544871
+N064_FU1	0.08373144071357042	0.00000000000000000	0.27009451219063157	0.21248182879831823	0.09389117433288412	0.33980104396459559	9999.00000000000000000	0.49304281474048373	0.88762576425777806
+N032_AC	0.15161903197807119	0.12025225718189753	0.09386777146424341	0.05496122683519433	0.26066505748801838	0.31863465505257521	9999.00000000000000000	0.71694558015625087	0.69970654166089652
+N038_BC	0.10009719812865954	0.03462985969300593	0.19963209341891433	0.16276857432929601	0.20383626847950584	0.29903600595061830	9999.00000000000000000	0.54491520180987452	0.83833837093694052
+N038_AC	0.10749779177620339	0.00443300906253510	0.24080407657948719	0.18325291043875064	0.25030184991488597	0.21371036222813769	9999.00000000000000000	0.57508712634228565	0.82350612723266192
+N055_AC	0.23130396110887488	0.03306379272076550	0.24967974329557621	0.11952576833276435	0.26400884672738634	0.10241788781463279	9999.00000000000000000	0.46171719358472163	0.91932868725642991
+N138_TOL	0.12608106320678797	0.00000000000000000	0.29109379118848050	0.07176642040017080	0.48100197433199160	0.03005675087256916	9999.00000000000000000	0.61373085145159489	0.99626124659104065
+N138_FU1	0.09580196808257009	0.13508738589996039	0.23921641308268260	0.07198119365150026	0.44195128832882086	0.01596175095446557	9999.00000000000000000	0.73951927207231460	0.77222701389077641
+N129_BC	0.10371623746541726	0.18366467755637947	0.20981860140276840	0.05861427668951820	0.19137086676568660	0.25281534012023010	9999.00000000000000000	0.71397343691076054	0.72725908461776323
+N129_AC	0.06771724561536949	0.15841126790513144	0.17748617681549619	0.12242047693921775	0.22868058023123802	0.24528425249354713	9999.00000000000000000	0.64259602983311614	0.76719396702844189
+N147_TOL	0.04563671673836707	0.00339396269532591	0.41045826488543918	0.05957303426034095	0.32072510951137612	0.16021291190915077	9999.00000000000000000	0.88655173071555460	0.46346252527542053
+N158_AC	0.07099837134037019	0.15977788378929997	0.14559696609315112	0.03443373200698597	0.41543526007733311	0.17375778669285966	9999.00000000000000000	0.94082627756088733	0.35109255472903184
+N001_TOL	0.09721493062335305	0.09937729205693860	0.12894867850271458	0.07580660294670208	0.34300255345997649	0.25564994241031519	9999.00000000000000000	0.72599836213679525	0.70032632677260431
+N001_FU1	0.17586349767108084	0.00349073074564240	0.18150176698160053	0.11814494926713838	0.39261630491543598	0.12838275041910191	9999.00000000000000000	0.74800084057034788	0.70759870235556899
+N002_TOL	0.12424378930614788	0.14992485059253075	0.17823005729996169	0.04318460417065760	0.19607234268253537	0.30834435594816673	9999.00000000000000000	0.56698448367105747	0.82496332992114030
+N002_FU1	0.06723940426029709	0.20785670668494644	0.13013777739852042	0.07647844001110009	0.33192391001260807	0.18636376163252788	9999.00000000000000000	0.68461116779666120	0.74376550072988679
+N005_BC	0.05885489676610697	0.11921150813109530	0.16443745839947599	0.11043001316050707	0.40648879515154129	0.14057732839127332	9999.00000000000000000	0.79676589289572120	0.64416857562120189
+N005_AC	0.00730232314122766	0.09438924562290645	0.10270529323535588	0.22063550482783587	0.12871592137117963	0.44625171180149442	9999.00000000000000000	0.72895289761231796	0.78026669480413735
+N012_TOL	0.18922291283935705	0.00000000000000000	0.27394401195383900	0.10302042863975501	0.27981271047257289	0.15399993609447599	9999.00000000000000000	0.69736360008448239	0.71811368543208542
+N012_FU1	0.21325068241762005	0.00000000000000000	0.34508248022377841	0.13060711883674989	0.21256720898801248	0.09849250953383908	9999.00000000000000000	0.60106337836569812	0.79908868649410691
+N018_BC	0.20284665044985670	0.05249065389296007	0.15135921345847694	0.10043179329362366	0.23439958556241661	0.25847210334266613	9999.00000000000000000	0.60112719493074618	0.79904129070143748
+N018_AC	0.03345899953545964	0.11743181550308503	0.04399535538532776	0.05667005203699967	0.48812162374937956	0.26032215378974838	9999.00000000000000000	0.66532224795557737	0.91031948505616189
+N022_TOL	0.09809476228408599	0.00000000000000000	0.29761968617883877	0.19488774587548330	0.19768516298598310	0.21171264267560874	9999.00000000000000000	0.71205669371293945	0.71813460484768976
+N022_FU1	0.08033687601103875	0.04151007074450710	0.10003358236868268	0.28421370607915003	0.21149171985756990	0.28241404493905148	9999.00000000000000000	0.67590132023177796	0.74638809222289448
+N043_TOL	0.12700487633724994	0.03853674965655762	0.12615539447704308	0.14399062545461741	0.47887284637119509	0.08543950770333686	9999.00000000000000000	0.71762592937150582	0.84149105010910497
+N043_FU1	0.10090181672919751	0.00000000000000000	0.43236199540571751	0.12940601657860210	0.21049170903032660	0.12683846225615630	9999.00000000000000000	0.78647187459709567	0.63981507680386485