{"id":"W4213388540","doi":"10.1093/jcag/gwab049.256","title":"A257 PANCREATIC CANCER TREATMENT AND END OF LIFE OUTCOMES: A POPULATION BASED COHORT STUDY","year":2022,"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":"Institute for Clinical Evaluative Sciences; University of Ottawa; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Pancreatic cancer; Hazard ratio; Cancer; Cohort; Population; Odds ratio; Confidence interval; Palliative care; National Death Index; Retrospective cohort study; Internal medicine; End-of-life care; Cancer registry; Emergency medicine; Environmental health","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":[0.000670407,0.0003907935,0.0004342973,0.0008316538,0.001412523,0.0009573313,0.0008336866,0.0004539153,0.002533683],"category_scores_gemma":[0.001949671,0.0003954673,0.0007272644,0.002993224,0.000410567,0.0004527457,0.0006767107,0.0006759845,0.0003595696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002806169,"about_ca_system_score_gemma":0.004146139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5377825,"about_ca_topic_score_gemma":0.61026,"domain_scores_codex":[0.9990735,0.0001251103,0.00009470229,0.0002602018,0.000214401,0.0002320575],"domain_scores_gemma":[0.9984681,0.0001125981,0.0005441636,0.0001614235,0.0003558099,0.0003579008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004309455,0.00002327273,0.998556,0.00001469575,0.00008519753,0.00007306816,0.0001253407,0.00002773661,0.00006784588,0.00002528638,0.0005339838,0.0004244119],"study_design_scores_gemma":[0.00001708282,0.0000338016,0.9986618,0.00002145305,0.00005691797,0.0001003281,0.0002814772,0.0001638649,0.00001662126,0.00002111955,0.000620068,0.000005615674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901246,0.0002877363,0.0001810178,0.0001545102,0.00001570628,0.0000824811,0.008118566,0.000008363354,0.001027106],"genre_scores_gemma":[0.995673,0.0001870672,0.0001461445,0.0001116219,0.00001752466,0.00008035354,0.003392034,0.000003803693,0.0003883426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5377825,"threshold_uncertainty_score":0.9298792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012476448629924,"score_gpt":0.3070074461755432,"score_spread":0.286882681689244,"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."}}