{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001892838,0.000112598,0.0002958124,0.0004447997,0.0001967461,0.0002675213,0.00006872584,0.0001644297,0.0009221433],"category_scores_gemma":[0.001431457,0.00004841337,0.0002438707,0.0009163513,0.0001045193,0.0001994268,0.0002210199,0.0002633041,0.00009652902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001713095,"about_ca_system_score_gemma":0.0003655426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176608,"about_ca_topic_score_gemma":0.002375594,"domain_scores_codex":[0.9998503,0.00004989445,0.00002885941,0.00001519911,0.00003501345,0.00002069325],"domain_scores_gemma":[0.9997137,0.00008573491,0.0001211685,0.00000628645,0.00004048679,0.00003248412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006913508,0.00007148311,0.7902402,0.002266335,0.0002583975,0.002022251,0.0004006476,0.0001976933,0.001177549,0.0002479214,0.002868121,0.1995581],"study_design_scores_gemma":[0.00003673751,0.0004513845,0.9744251,0.001007559,0.0003740275,0.007606969,0.0008334996,0.0003035777,0.0003008978,0.0004314599,0.01420393,0.00002500359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7767845,0.2112508,0.0008036488,0.002271355,0.0002506735,0.00006202456,0.0007378902,0.0000299086,0.007809272],"genre_scores_gemma":[0.9589888,0.03929614,0.0004607713,0.0003542394,0.00008937887,0.00002476125,0.000417433,0.000001939404,0.0003665198],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00176608,"threshold_uncertainty_score":0.003511608,"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."}}