{"id":"W1975446290","doi":"10.1503/cjs.026409","title":"Management of pancreatic adenocarcinoma in Ontario, Canada: a population-based study using novel case ascertainment","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"National Cancer Institute; National Institutes of Health; Pancreatic Cancer Canada Foundation; Lustgarten Foundation","keywords":"Medicine; Exploratory laparotomy; Adenocarcinoma; General surgery; Chemotherapy; Population; Surgery; Laparotomy; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001105087,0.0003803551,0.0003381878,0.001328631,0.002545467,0.001097988,0.001113363,0.0004436703,0.001338297],"category_scores_gemma":[0.003247358,0.0004863891,0.0004002652,0.004360092,0.000973012,0.0004811573,0.001132782,0.0005673668,0.0001820266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02660254,"about_ca_system_score_gemma":0.02906164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871117,"about_ca_topic_score_gemma":0.9906114,"domain_scores_codex":[0.9984674,0.0001582329,0.0001208031,0.0002512824,0.0005819363,0.0004203964],"domain_scores_gemma":[0.9968651,0.0002652406,0.001097937,0.0001653638,0.001060182,0.0005462393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003011369,0.00001866529,0.9973146,0.00002146035,0.00002014095,0.000101081,0.0005259369,0.00003803,0.00008542515,0.00003607726,0.0004618102,0.001346602],"study_design_scores_gemma":[0.00001004551,0.00002893293,0.9980153,0.00002068431,0.00001705479,0.00011453,0.0008987098,0.000179253,0.000021486,0.00001545014,0.0006730659,0.000005531063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995423,0.0004532401,0.0001665718,0.0002938142,0.000009672322,0.0001136069,0.002191965,0.000007249916,0.001340785],"genre_scores_gemma":[0.9978688,0.0004301427,0.0002244855,0.0001152703,0.000007250145,0.00004363017,0.0009650571,0.000003569285,0.0003418086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02660254,"threshold_uncertainty_score":0.1930159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1347762484633508,"score_gpt":0.2987492821789426,"score_spread":0.1639730337155918,"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."}}