{"id":"W3010469697","doi":"10.1503/cjs.006819","title":"Development of a clinical pathway for enhanced recovery in colorectal surgery: a Canadian collaboration","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Patient Safety Institute; Hôpital Maisonneuve-Rosemont; McGill University; University of Calgary; Université de Montréal; University of Alberta; Ministry of Health; University of British Columbia; Alberta Health Services","funders":"Canadian Patient Safety Institute","keywords":"Medicine; Multidisciplinary approach; Colorectal surgery; Patient safety; Clinical pathway; General surgery; Medical emergency; Health care; Nursing; Intensive care medicine; Surgery; Abdominal surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.03062939,0.0006959451,0.0005176718,0.002827559,0.01380358,0.007078215,0.003910109,0.002724998,0.009233383],"category_scores_gemma":[0.04021292,0.0006074295,0.001238193,0.003003478,0.003691813,0.002950883,0.01186875,0.007008045,0.001471781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09216118,"about_ca_system_score_gemma":0.5896922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8525243,"about_ca_topic_score_gemma":0.953644,"domain_scores_codex":[0.9719619,0.008531553,0.00199497,0.00156842,0.01139925,0.004543986],"domain_scores_gemma":[0.8336424,0.004613072,0.004118536,0.002283175,0.05377027,0.1015726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000198255,0.000805442,0.03151048,0.001783289,0.0002201923,0.002199684,0.01172384,0.002083847,0.001265313,0.03210982,0.6059343,0.3101655],"study_design_scores_gemma":[0.0003008643,0.0004525516,0.03216596,0.006060123,0.0001630343,0.001768927,0.01864121,0.00226044,0.0008314724,0.01086743,0.9261326,0.0003554056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03156241,0.01864356,0.01809676,0.8240184,0.01054539,0.002623675,0.001238627,0.0006138048,0.09265737],"genre_scores_gemma":[0.4962664,0.04415859,0.2649166,0.1258738,0.002844857,0.002222563,0.004024751,0.000654151,0.05903829],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8525243,"threshold_uncertainty_score":0.6686792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08081573409642759,"score_gpt":0.3049312524933548,"score_spread":0.2241155183969273,"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."}}