{"id":"W4225330669","doi":"10.9778/cmajo.20210108","title":"Postoperative outcomes for Nunavut Inuit at a Canadian quaternary care centre: a retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society; NOSM University; Children's Hospital of Eastern Ontario","funders":"Northern Ontario Academic Medicine Association; Heart and Stroke Foundation of Canada","keywords":"Medicine; Retrospective cohort study; Perioperative; Odds ratio; Referral; Confidence interval; Cohort; Specialty; Emergency medicine; Pediatrics; Surgery; Internal medicine; Family medicine","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":[0.001015739,0.0005873596,0.0005757734,0.001455224,0.003848152,0.001447322,0.001574864,0.000522665,0.001295491],"category_scores_gemma":[0.001895501,0.0005644893,0.0006101336,0.003345412,0.0009028405,0.0005183741,0.001242844,0.0007829481,0.0001566034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01185277,"about_ca_system_score_gemma":0.01346863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9204334,"about_ca_topic_score_gemma":0.9524329,"domain_scores_codex":[0.9988163,0.00008032742,0.00008884756,0.0002938922,0.0003478081,0.0003729241],"domain_scores_gemma":[0.9980076,0.0001039053,0.0006563303,0.0001240835,0.0006416488,0.0004664239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003271236,0.00002278601,0.9981111,0.00002256377,0.00004541753,0.0001301705,0.0006619167,0.00001872116,0.0001042201,0.00003443778,0.0002342229,0.00058159],"study_design_scores_gemma":[0.000007789698,0.00005943061,0.9967365,0.00004288651,0.00005862131,0.0002583947,0.002052165,0.0001840285,0.00004249733,0.00001897369,0.0005251431,0.00001356697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972793,0.0003255183,0.0001015754,0.00008056104,0.00001000128,0.0000845286,0.001367918,0.000004507794,0.0007460352],"genre_scores_gemma":[0.9985772,0.0002320021,0.0001520309,0.00008446589,0.000007065662,0.00003507535,0.0007450042,0.000003638128,0.0001634512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0795666,"threshold_uncertainty_score":0.1600703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685391209628133,"score_gpt":0.2973464518223281,"score_spread":0.2804925397260468,"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."}}