{"id":"W3181085048","doi":"10.1111/anae.15537","title":"Functional decline after major elective non‐cardiac surgery: a multicentre prospective cohort study","year":2021,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Medical Research Council; Ontario Ministry of Research, Innovation and Science; United Kingdom Clinical Research Collaboration; Monash University; University of Toronto; Ontario Ministry of Research and Innovation; Royal College of Anaesthetists; Canadian Institutes of Health Research; National Institute for Health and Care Research; Heart and Stroke Foundation of Canada; Australian and New Zealand College of Anaesthetists; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Prospective cohort study; Odds ratio; Cardiac surgery; Surgery; Coronary artery disease; Cohort; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002879516,0.0007148951,0.0008796435,0.0008176375,0.001084387,0.001103934,0.0008439939,0.001124537,0.001687617],"category_scores_gemma":[0.002865708,0.0009701868,0.001240979,0.001601194,0.00043713,0.00109005,0.0009941369,0.001507487,0.000582219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004946855,"about_ca_system_score_gemma":0.000795103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034279,"about_ca_topic_score_gemma":0.01412999,"domain_scores_codex":[0.9983757,0.0005044717,0.000184331,0.0004333855,0.0002448677,0.0002572472],"domain_scores_gemma":[0.9978854,0.0002597214,0.0005747977,0.0004083809,0.0002798435,0.0005918737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007630478,0.0002953165,0.9964277,0.00003818595,0.0003726548,0.0002148838,0.0003426097,0.00002655512,0.0004081129,0.00002234558,0.0002944798,0.0007940956],"study_design_scores_gemma":[0.00009690021,0.0005957706,0.9983345,0.00001394623,0.0001162371,0.000247358,0.0002721721,0.00009171204,0.00001949356,0.00001441299,0.0001861694,0.00001133195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985982,0.000229634,0.0001202115,0.0000538509,0.00001254719,0.00007163216,0.0007761503,0.00000354714,0.0001342765],"genre_scores_gemma":[0.9978285,0.0001894804,0.0002862038,0.0001222657,0.00002456749,0.000114455,0.001141036,0.000004908987,0.0002884367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01034279,"threshold_uncertainty_score":0.02056521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008774810876964663,"score_gpt":0.2464433333484053,"score_spread":0.2376685224714407,"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."}}