{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004515257,0.0001190451,0.0005882137,0.0003870848,0.00007196024,0.000001137937,0.000172889,0.00002615021,0.0000464287],"category_scores_gemma":[0.00007982327,0.00008389093,0.0002396818,0.0003374344,0.0002766953,0.00007502053,0.00001592342,0.0002063512,0.000003744388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004403182,"about_ca_system_score_gemma":0.000749768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05845927,"about_ca_topic_score_gemma":0.05899613,"domain_scores_codex":[0.9985368,0.00008897604,0.0007247354,0.0000922299,0.0002502534,0.0003070259],"domain_scores_gemma":[0.9985352,0.00007116544,0.0006963197,0.0002224461,0.0002935455,0.0001813693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000472608,0.0001810748,0.9914271,0.0001024104,0.0002282361,0.00002430207,0.00228247,0.0005936887,0.0001891333,0.0001294897,0.0008962551,0.003473228],"study_design_scores_gemma":[0.0007907787,0.0006100993,0.9918192,0.000424488,0.0000943957,0.00007948096,0.004638045,0.00005908306,0.0008116689,0.000007327075,0.0005948196,0.00007060923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935196,0.00008943724,3.832733e-7,0.0004819114,0.0002059425,0.0001853311,0.0001609611,0.000003019367,0.005353383],"genre_scores_gemma":[0.9996135,0.0001261923,0.00008193363,0.00008475236,0.00002169536,0.000004734341,4.564477e-7,0.00001182694,0.00005491993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006093858,"threshold_uncertainty_score":0.9581747,"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."}}