{"id":"W3214837274","doi":"10.1503/cjs.016820","title":"Preoperative malnutrition in patients with colorectal cancer","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Malnutrition; Colorectal cancer; Prehabilitation; Body mass index; Cancer; Surgery; Intensive care medicine; Internal medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030509,0.0001753806,0.00164207,0.001006391,0.00005195302,0.0000262784,0.00004436832,0.0001592645,0.0004804299],"category_scores_gemma":[0.000110521,0.000135217,0.0002500712,0.0004906802,0.00004680286,0.00008567077,0.000002979838,0.0006513342,0.000002678345],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010409,"about_ca_system_score_gemma":0.01365813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007698711,"about_ca_topic_score_gemma":0.006402513,"domain_scores_codex":[0.9985122,0.0001407465,0.0007319013,0.0001331003,0.0001925765,0.0002894901],"domain_scores_gemma":[0.9982116,0.0001499065,0.0003995481,0.00007264502,0.0004842833,0.0006820439],"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":[0.0001064719,0.0001657118,0.4119513,0.02274869,0.00031222,0.003618888,0.0001605517,5.495166e-7,3.408792e-8,0.00002156717,0.02465727,0.5362568],"study_design_scores_gemma":[0.0006797417,0.00008540753,0.02812451,0.1363007,0.0002697995,0.0002920907,0.00003119233,1.311238e-7,4.884799e-7,0.000002098952,0.8340588,0.0001550943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006323897,0.992238,6.893733e-7,0.0003119909,0.0005573426,0.000352866,0.00008798084,0.000001970704,0.0001252963],"genre_scores_gemma":[0.001354078,0.9977205,0.0000815063,0.000281572,0.0003218181,0.00002393263,0.0001281259,0.00003143521,0.00005701198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8094015,"threshold_uncertainty_score":0.9919335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.090918283014243,"score_gpt":0.3496771119667239,"score_spread":0.2587588289524809,"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."}}