{"id":"W4407285551","doi":"10.1093/jcag/gwae059.238","title":"A238 A MULTIDISCIPLINARY APPROACH FOR PANCREATICOBILIARY CANCER WITH EMPHASIS ON TIME TO CARE ACCESS: AN OVERVIEW OF THE EDMONTON PANCREATICOBILIARY INFLAMMATION AND CANCER (EPIC) PROGRAM","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; EPIC; Multidisciplinary approach; Cancer; Internal medicine; General surgery; Oncology; Political science","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":[0.001267998,0.0002071731,0.00009919907,0.0007427814,0.0006059013,0.001053079,0.0008144718,0.0002993054,0.002062262],"category_scores_gemma":[0.0007642516,0.0001060869,0.0002091687,0.0007874693,0.0003903018,0.000360578,0.001622696,0.0005538854,0.0001249336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005207942,"about_ca_system_score_gemma":0.01408918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05282742,"about_ca_topic_score_gemma":0.1823409,"domain_scores_codex":[0.9995127,0.0001407397,0.0000199381,0.00004005172,0.0001238878,0.0001626767],"domain_scores_gemma":[0.9984496,0.0001322244,0.0001043836,0.00002017341,0.0001609483,0.001132652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003560339,0.001722615,0.1312283,0.001215652,0.00004545646,0.0009810935,0.001616775,0.0008653596,0.001968613,0.001916812,0.04485254,0.8132308],"study_design_scores_gemma":[0.0002339311,0.001970868,0.7865256,0.001950243,0.00006553772,0.001980553,0.004541342,0.001409845,0.0006878832,0.0008320506,0.1997601,0.00004200903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.78658,0.07712259,0.004276148,0.0572701,0.001615863,0.001902701,0.0008932429,0.0004046308,0.06993475],"genre_scores_gemma":[0.8916184,0.05088159,0.02282783,0.01135698,0.00150379,0.001117639,0.001686051,0.00006437182,0.01894335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05282742,"threshold_uncertainty_score":0.1050398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215684126742629,"score_gpt":0.3671313409944366,"score_spread":0.3349744997270103,"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."}}