{"id":"W4409488998","doi":"10.1055/s-0045-1807736","title":"General Principles of Risk Mitigation before Colorectal Surgery","year":2025,"lang":"en","type":"article","venue":"Clinics in Colon and Rectal Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Intensive care medicine","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":[0.004577376,0.001376968,0.0008195224,0.002149531,0.001116879,0.002711892,0.001719436,0.003391495,0.008331641],"category_scores_gemma":[0.008998304,0.0005037375,0.001615853,0.001225444,0.004301755,0.002574336,0.002244762,0.004900915,0.003243827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002594545,"about_ca_system_score_gemma":0.009085107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004744002,"about_ca_topic_score_gemma":0.008573156,"domain_scores_codex":[0.9968747,0.001287886,0.0004837072,0.0002776545,0.0009053758,0.0001706365],"domain_scores_gemma":[0.9966475,0.001864412,0.0004395984,0.0001407389,0.0007182125,0.0001895461],"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":[0.0001523434,0.000269488,0.002161992,0.03824633,0.0002761904,0.001076709,0.004049188,0.00260884,0.001737686,0.2390311,0.1044192,0.6059709],"study_design_scores_gemma":[0.00003797,0.000204971,0.003312071,0.02683519,0.0001388105,0.001692281,0.0008720387,0.0002682623,0.0006341183,0.07129599,0.8946345,0.00007379921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003924231,0.6975539,0.07034057,0.09890945,0.006944222,0.001548631,0.001318341,0.0004244183,0.1190363],"genre_scores_gemma":[0.0491594,0.8180133,0.06924283,0.03718028,0.003906482,0.00241004,0.0008031937,0.0000945958,0.01918981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008331641,"threshold_uncertainty_score":0.02787209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975115776411696,"score_gpt":0.3029569118424559,"score_spread":0.2832057540783389,"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."}}