{"id":"W1986132824","doi":"10.1016/j.jamcollsurg.2011.05.007","title":"Influence of Socioeconomic Status on Trauma Center Performance Evaluations in a Canadian Trauma System","year":2011,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Université Laval; Hôpital de l'Enfant-Jésus","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Trauma center; Socioeconomic status; Comorbidity; Demography; Injury prevention; Injury Severity Score; Poison control; Occupational safety and health; Emergency medicine; Gerontology; Retrospective cohort study; Environmental health; Psychiatry; Population; 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":[0.004568585,0.0004084158,0.0003205573,0.002030228,0.001905317,0.001287486,0.001232376,0.0002746866,0.001265401],"category_scores_gemma":[0.02068777,0.0002332154,0.0005916799,0.00382324,0.001089915,0.0005404338,0.001635969,0.0006140779,0.0001021282],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01976674,"about_ca_system_score_gemma":0.02236132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9308094,"about_ca_topic_score_gemma":0.9483052,"domain_scores_codex":[0.9943796,0.00112024,0.0003649084,0.0004123962,0.00235151,0.001371446],"domain_scores_gemma":[0.9846585,0.001921498,0.004014464,0.0004542741,0.006078187,0.002873135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004677563,0.00001278552,0.996186,0.00001274517,0.00004698254,0.00002833654,0.0003493066,0.0002377131,0.00003147651,0.00004986378,0.0003942643,0.002603829],"study_design_scores_gemma":[0.000001211712,0.00001157921,0.9991313,0.000008513291,0.000008487609,0.00000832069,0.0003561958,0.0003110087,0.00002082961,0.00001324524,0.0001245115,0.000004911797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960505,0.0001861751,0.0001893654,0.0004435583,0.00000979243,0.00002795759,0.001210678,0.000007768089,0.001874314],"genre_scores_gemma":[0.9993302,0.00005951642,0.0001039484,0.00001989801,0.000002985776,0.000005840311,0.0003929651,0.000002173376,0.00008261563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9802333,"threshold_uncertainty_score":0.1434184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521372584655081,"score_gpt":0.274422459699756,"score_spread":0.2492087338532052,"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."}}