{"id":"W2913481593","doi":"10.1371/journal.pmed.1002731","title":"Hospital admission on weekends for patients who have surgery and 30-day mortality in Ontario, Canada: A matched cohort study","year":2019,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; Government of Ontario","keywords":"Medicine; Weekend effect; Thursday; Odds ratio; Emergency medicine; Cohort; Names of the days of the week; Elective surgery; Pediatrics; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0006193388,0.0004548803,0.0005506846,0.001048737,0.003006982,0.001053037,0.001305862,0.0005786099,0.00193032],"category_scores_gemma":[0.001607516,0.0006508296,0.0008587161,0.003140023,0.0006628354,0.0005317557,0.0009725494,0.0007466542,0.0002776252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0133333,"about_ca_system_score_gemma":0.01499335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9498335,"about_ca_topic_score_gemma":0.9735656,"domain_scores_codex":[0.9989386,0.00007764812,0.00007510671,0.0002385453,0.0002740658,0.0003960245],"domain_scores_gemma":[0.9979564,0.00009201551,0.000733573,0.00014745,0.0005374523,0.0005331483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008009008,0.00003747294,0.998485,0.00001284566,0.000045806,0.00008133323,0.0002595104,0.0000149431,0.00006864469,0.00002039831,0.0004034311,0.0004906949],"study_design_scores_gemma":[0.0000167672,0.00003187947,0.9988581,0.00001384387,0.00002764672,0.00005473269,0.0005154427,0.0000934034,0.00001361837,0.00001113605,0.0003570538,0.000006357376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996203,0.000233811,0.00006576905,0.0001110084,0.0000121367,0.00007038387,0.002558223,0.000003824671,0.0007418777],"genre_scores_gemma":[0.9975274,0.0002234853,0.0001061366,0.0001192209,0.00001292451,0.00004949905,0.001480846,0.000003027385,0.0004772716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05016655,"threshold_uncertainty_score":0.1009239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941512466490043,"score_gpt":0.2628020908285013,"score_spread":0.2433869661636008,"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."}}