{"id":"W2736156382","doi":"10.1503/cmaj.170172","title":"Delivering timely surgery in Canadian hospitals","year":2017,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Women's College Hospital","funders":"","keywords":"Observational study; Medicine; Emergency surgery; Intervention (counseling); Intensive care medicine; Medical emergency; General surgery; Surgery; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003205454,0.0004033742,0.0006134856,0.0008612465,0.009284201,0.003198756,0.002012511,0.01220079,0.006648995],"category_scores_gemma":[0.02891345,0.0004574371,0.0007171343,0.001616626,0.003227395,0.00190164,0.001643405,0.01338609,0.0007135634],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08175512,"about_ca_system_score_gemma":0.1173932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9127644,"about_ca_topic_score_gemma":0.9618728,"domain_scores_codex":[0.9941642,0.0006993287,0.0003552741,0.0005500349,0.001949195,0.002281996],"domain_scores_gemma":[0.9737553,0.004910424,0.002221065,0.0003933492,0.006229094,0.01249074],"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":[0.0001258906,0.00007537798,0.02188539,0.0003101705,0.00005647321,0.002660655,0.001573481,0.0002591982,0.0003196625,0.00636564,0.9271978,0.03917021],"study_design_scores_gemma":[0.0004563076,0.0003212377,0.1319922,0.004796605,0.0002184509,0.003902114,0.01185631,0.001466301,0.0004770779,0.01376696,0.8303112,0.0004352797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004650028,0.002412847,0.00004595684,0.9844876,0.002793237,0.00001332631,0.000125481,0.00001223686,0.005459366],"genre_scores_gemma":[0.1172378,0.008219957,0.0004433178,0.8570606,0.01204389,0.00005133462,0.0002122934,0.00003038964,0.004700444],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9182449,"threshold_uncertainty_score":0.5931777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00982220115663466,"score_gpt":0.2359893787021219,"score_spread":0.2261671775454873,"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."}}