{"id":"W4309223929","doi":"10.1158/1538-7445.panca22-a007","title":"Abstract A007: Pancreatic cancer comprises co-existing transcriptional states regulated by distinct master regulator programs","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Biology; Pancreatic cancer; Cancer; Cancer research; Regulator; Clear cell renal cell carcinoma; Gene; Genetics; Medicine; Renal cell carcinoma; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003489103,0.0002753403,0.0003728472,0.0004898473,0.0003128153,0.001118858,0.0002270269,0.0003918973,0.004705497],"category_scores_gemma":[0.0004389372,0.0001632893,0.0003753504,0.0006126188,0.0003963847,0.0005128882,0.0005840036,0.000738544,0.001159247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492274,"about_ca_system_score_gemma":0.0004201865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005074704,"about_ca_topic_score_gemma":0.0006073432,"domain_scores_codex":[0.9997322,0.00001969145,0.0000154899,0.0001268438,0.00007320302,0.00003260558],"domain_scores_gemma":[0.9996865,0.00006924321,0.00008284087,0.00004733194,0.00005929654,0.00005476586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005615109,0.00004303966,0.01443877,0.0003222303,0.0000402309,0.0002846776,0.0001827134,0.0004831742,0.9524185,0.001938481,0.001866991,0.02741974],"study_design_scores_gemma":[0.00005803474,0.0007771244,0.2281164,0.0001355936,0.0002525018,0.003277662,0.0007031063,0.008771768,0.6968641,0.00491572,0.05604409,0.00008378956],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429591,0.004124547,0.02967674,0.001182006,0.0002546887,0.00009487101,0.01042709,0.00146761,0.009813322],"genre_scores_gemma":[0.9776943,0.001728404,0.006590118,0.00034784,0.00008158881,0.00008053152,0.0062428,0.0001632561,0.007071162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004705497,"threshold_uncertainty_score":0.01574141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0756722674089933,"score_gpt":0.3671233186833895,"score_spread":0.2914510512743962,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}