{"id":"W2962815462","doi":"10.1097/sla.0000000000003465","title":"Improved Disease-free Survival After Prehabilitation for Colorectal Cancer Surgery","year":2019,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Cancer survivorship and care","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Prehabilitation; Medicine; Colorectal cancer; Hazard ratio; Interquartile range; Proportional hazards model; Confidence interval; Internal medicine; Colectomy; Preoperative care; Oncology; Surgery; Cancer; Physical therapy","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":[0.001883181,0.0002724397,0.000868218,0.0004135697,0.0001209453,0.0003408202,0.0002228507,0.0003861462,0.001724074],"category_scores_gemma":[0.003322371,0.00006804534,0.001732852,0.0005175923,0.0001638348,0.0002676989,0.0002810283,0.0004327414,0.00009310543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000221739,"about_ca_system_score_gemma":0.0003253543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004133465,"about_ca_topic_score_gemma":0.001270299,"domain_scores_codex":[0.9991103,0.0004360381,0.0001117484,0.0001166063,0.00013594,0.00008949151],"domain_scores_gemma":[0.9974292,0.001131941,0.001079416,0.000094313,0.0001141329,0.0001509531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06590209,0.001754824,0.6418874,0.008686934,0.01762313,0.0002514037,0.0001229029,0.002753141,0.003677224,0.0001233987,0.001637256,0.2555803],"study_design_scores_gemma":[0.00177226,0.0209695,0.9689994,0.0004621034,0.004865156,0.0002825261,0.00005194491,0.0003827565,0.0008003726,0.00008340424,0.001312131,0.00001828948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487426,0.04865806,0.0004199583,0.0002969972,0.00008819887,0.00009893691,0.0007280409,0.00001937165,0.0009478711],"genre_scores_gemma":[0.9953287,0.003568917,0.0001989872,0.00014839,0.00008859163,0.00005844218,0.0004626331,0.000001589093,0.0001437678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001883181,"threshold_uncertainty_score":0.00995934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046645878728394,"score_gpt":0.3315444861057851,"score_spread":0.2268798982329457,"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."}}