{"id":"W4399452560","doi":"10.1200/jco.2024.42.17_suppl.lba4004","title":"Early results of the PASS-01 trial: Pancreatic adenocarcinoma signature stratification for treatment-01.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; Princess Margaret Cancer Centre; Ontario Institute for Cancer Research; University of Toronto","funders":"Stand Up To Cancer; Lustgarten Foundation","keywords":"Medicine; Adenocarcinoma; Oncology; Pancreatic cancer; Risk stratification; Internal medicine; Stratification (seeds); Pancreatic ductal adenocarcinoma; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00406898,0.001381419,0.001676107,0.00038006,0.0002669677,0.001810561,0.0007927835,0.001704674,0.006044375],"category_scores_gemma":[0.002556534,0.0003625415,0.002096918,0.0004718024,0.000891762,0.001152137,0.0006888696,0.002676784,0.001231308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000930067,"about_ca_system_score_gemma":0.001247454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000489648,"about_ca_topic_score_gemma":0.001531133,"domain_scores_codex":[0.9988601,0.0007449369,0.00003626045,0.0001227814,0.0001153835,0.0001204602],"domain_scores_gemma":[0.9982073,0.0004834388,0.000455479,0.0001863844,0.0001105905,0.0005567425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8778425,0.004891741,0.01444172,0.0008231382,0.002364171,0.0001392039,0.0001373404,0.002554125,0.005824921,0.0005654999,0.01153587,0.07887962],"study_design_scores_gemma":[0.6887327,0.2257813,0.05809346,0.0002707664,0.004019967,0.0004165137,0.0001360716,0.004220834,0.002415835,0.002278977,0.01353783,0.00009574824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743139,0.005043848,0.001061252,0.00341107,0.0003437322,0.001807261,0.006676096,0.0002931572,0.007049716],"genre_scores_gemma":[0.9512171,0.002578321,0.003692268,0.003978224,0.0007573813,0.004011211,0.02302828,0.000125948,0.01061133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006044375,"threshold_uncertainty_score":0.02151912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2140105839383991,"score_gpt":0.5104732330727061,"score_spread":0.296462649134307,"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."}}