{"id":"W2326464805","doi":"10.1097/sla.0000000000000873","title":"Increased Trauma Center Volume Is Associated With Improved Survival After Severe Injury","year":2014,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Glasgow Coma Scale; Trauma center; Injury Severity Score; Resuscitation; Glasgow Outcome Scale; Cohort; Traumatic brain injury; Abbreviated Injury Scale; Cohort study; Emergency medicine; Poison control; Anesthesia; Internal medicine; Retrospective cohort study; Injury prevention","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006357751,0.0002368334,0.0002444695,0.0005924202,0.0001568179,0.0004444728,0.000287189,0.0003409632,0.003114118],"category_scores_gemma":[0.00444963,0.00009791015,0.0003133624,0.0006478427,0.0002993819,0.0004642641,0.0005603045,0.0004803636,0.0002255157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002384385,"about_ca_system_score_gemma":0.0003364659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007119312,"about_ca_topic_score_gemma":0.000756626,"domain_scores_codex":[0.9995302,0.0001613333,0.00004931581,0.00007525561,0.00009690974,0.0000869727],"domain_scores_gemma":[0.995527,0.0006826464,0.002894254,0.0001229407,0.0002394649,0.0005337055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002905326,0.00004933854,0.995492,0.00002163411,0.00009250094,0.00004408466,0.0000144734,0.0003049899,0.0001787158,0.00002044428,0.0002492227,0.003241991],"study_design_scores_gemma":[0.00001515855,0.0002822318,0.9985601,0.00001582957,0.0000418725,0.0002468153,0.00004891943,0.0004254617,0.0001201179,0.00007498064,0.0001636747,0.000004843116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981718,0.0005946719,0.0002223975,0.0001748131,0.00001643001,0.00000860474,0.0002861431,0.00001298074,0.0005120947],"genre_scores_gemma":[0.9993568,0.000111703,0.00008591789,0.00003133898,0.00003506673,0.000005162084,0.0002686849,0.000002736552,0.0001026186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003114118,"threshold_uncertainty_score":0.0104177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08009840774276238,"score_gpt":0.301072960169372,"score_spread":0.2209745524266096,"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."}}