{"id":"W3006334395","doi":"","title":"GEOGRAPHIC VARIATION IN THE SURGICAL MANAGEMENT OF RECTAL CANCER IN ONTARIO CANADA","year":2009,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Surgical oncology; Colorectal cancer; Colorectal surgery; Variation (astronomy); General surgery; Geographic variation; Cancer; Surgery; Abdominal surgery; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006964005,0.0002341084,0.0004136706,0.001780596,0.002613124,0.001282125,0.001575571,0.0005340556,0.002968295],"category_scores_gemma":[0.004031834,0.0004335873,0.0007022513,0.00577288,0.001142254,0.0003188569,0.0009651392,0.0006442902,0.0001583317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03452044,"about_ca_system_score_gemma":0.04065366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945017,"about_ca_topic_score_gemma":0.9979491,"domain_scores_codex":[0.9982443,0.0001985522,0.0001754514,0.0002543069,0.0005457122,0.0005817025],"domain_scores_gemma":[0.9940932,0.0005279948,0.001761227,0.0001714987,0.002037197,0.001408855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008868017,0.00002269213,0.9903392,0.00006124375,0.0001201624,0.0002003281,0.002297149,0.0002486245,0.0003609647,0.0003974999,0.001718903,0.00414447],"study_design_scores_gemma":[0.000004607584,0.000009349531,0.9969317,0.00003197111,0.0000193544,0.0000868089,0.001678633,0.0001425589,0.00003222915,0.00002823411,0.001023176,0.00001140968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985806,0.002284194,0.0002782621,0.001863177,0.00004182549,0.00005876655,0.00400443,0.00002545627,0.005637931],"genre_scores_gemma":[0.9974219,0.000721476,0.0001705526,0.0001291868,0.00001244596,0.00001300297,0.0006572917,0.00001048747,0.0008636836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03452044,"threshold_uncertainty_score":0.2504645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008237287862898098,"score_gpt":0.2388288387234312,"score_spread":0.2305915508605331,"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."}}