{"id":"W1990510676","doi":"10.1186/1752-2897-3-8","title":"Hospital mortality among major trauma victims admitted on weekends and evenings: a cohort study","year":2009,"lang":"en","type":"article","venue":"Journal of Trauma Management & Outcomes","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Cohort; Medical emergency; Emergency medicine; Poison control; Occupational safety and health; Injury prevention; Demography; Pediatrics; Family medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008135985,0.0004062767,0.001086195,0.0004922452,0.0001505435,0.0001005824,0.0002644143,0.0000932533,0.000222469],"category_scores_gemma":[0.0001003611,0.0002771432,0.000445088,0.0002887695,0.00006303065,0.0002815994,0.00006574773,0.0004750119,0.00001365251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133057,"about_ca_system_score_gemma":0.00001834108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002434307,"about_ca_topic_score_gemma":0.000007561343,"domain_scores_codex":[0.9970248,0.00007375993,0.001040441,0.0003887733,0.00106257,0.0004096624],"domain_scores_gemma":[0.9983287,0.00006914465,0.0005151564,0.0004712529,0.0001276441,0.0004880653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001706049,0.002783882,0.9669485,0.0000499842,0.001537738,0.001541744,0.000575225,0.000004522761,0.000004321097,0.0001414918,0.001240899,0.0250011],"study_design_scores_gemma":[0.005511934,0.006314048,0.9826531,0.0002013232,0.001389123,0.00004653929,0.002243934,0.00001651177,0.0000310893,0.0001466496,0.001157458,0.0002882649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854063,0.00008443277,0.00003488119,0.005724559,0.0004063258,0.001202138,0.00000317675,0.00006082925,0.007077322],"genre_scores_gemma":[0.9947676,0.00004694249,0.0007029028,0.001163465,0.0001291649,0.00001180806,0.000003370716,0.00003101997,0.003143708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02471283,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291725642863036,"score_gpt":0.3005234725149415,"score_spread":0.2876062160863112,"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."}}