{"id":"W2410129945","doi":"10.1097/dcr.0000000000000606","title":"Development of The American Society of Colon and Rectal Surgeons’ Rectal Cancer Surgery Checklist","year":2016,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Checklist; Colorectal cancer; Colorectal surgery; General surgery; Rectum; Surgical oncology; Surgery; Cancer; Internal medicine; Abdominal surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.1069489,0.00103991,0.001273683,0.009669016,0.00202695,0.002148449,0.002890389,0.0009135677,0.00273449],"category_scores_gemma":[0.1634647,0.0007143472,0.00285844,0.003671133,0.001022876,0.002382538,0.00359884,0.002463239,0.0007227465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006869888,"about_ca_system_score_gemma":0.04832131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006203993,"about_ca_topic_score_gemma":0.01248918,"domain_scores_codex":[0.9232807,0.04683514,0.01701296,0.001562712,0.01029516,0.001013321],"domain_scores_gemma":[0.7482697,0.07874656,0.03002731,0.007892655,0.1278103,0.007253536],"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":[0.0008969071,0.001976427,0.173568,0.01255051,0.0007594361,0.000616102,0.01377759,0.01116677,0.002938398,0.007211496,0.08916003,0.6853784],"study_design_scores_gemma":[0.003206421,0.01026151,0.4533273,0.03174565,0.001949297,0.002446562,0.04155108,0.07490923,0.0136717,0.02106169,0.3445418,0.001327703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.364554,0.004952981,0.3402723,0.03353718,0.002608652,0.2039241,0.01296558,0.003413802,0.03377129],"genre_scores_gemma":[0.2190847,0.001410063,0.7294629,0.001287165,0.0001706767,0.04092646,0.006370469,0.00008927155,0.001198244],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1069489,"threshold_uncertainty_score":0.5656065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331222216575423,"score_gpt":0.2860610054358545,"score_spread":0.2627487832701003,"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."}}