{"id":"W3093436075","doi":"10.1093/intqhc/mzaa133","title":"Trauma system accreditation and patient outcomes in British Columbia: an interrupted time series analysis","year":2020,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; McGill University Health Centre; Université Laval; McGill University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Accreditation; Medicine; Hospital accreditation; Interrupted time series; Emergency medicine; Family medicine; Nursing","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":[0.00233578,0.0001288699,0.0006678863,0.0002692054,0.0004345727,0.0001739856,0.0002705404,0.0001572522,0.0001022674],"category_scores_gemma":[0.0008030113,0.0001780866,0.0001371304,0.0003508591,0.00003354471,0.0004977724,0.00009321922,0.000639449,0.000007796062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563328,"about_ca_system_score_gemma":0.0004451459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05833695,"about_ca_topic_score_gemma":0.3532418,"domain_scores_codex":[0.9941763,0.002169435,0.002250157,0.000365238,0.0005912913,0.000447541],"domain_scores_gemma":[0.9974277,0.0005269777,0.0007815962,0.0001309061,0.000732312,0.0004004974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000589737,0.0002069296,0.7384581,0.003512497,0.0005074853,0.00009412346,0.1499823,0.0003310486,0.00000344718,0.001258961,0.003983959,0.1010714],"study_design_scores_gemma":[0.002474485,0.0006917696,0.6618295,0.0008336152,0.00003347511,0.00001048097,0.3161778,0.0012054,5.825244e-7,0.0002670154,0.01622713,0.0002487026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505852,0.0002610771,0.0006592483,0.04479161,0.001382175,0.001354079,0.0008171312,0.00006622518,0.00008324249],"genre_scores_gemma":[0.9868193,0.00007893555,0.0009904995,0.01123268,0.0002385123,0.0001773283,0.0003552587,0.00001892881,0.00008859931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2949049,"threshold_uncertainty_score":0.9479337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116696047692441,"score_gpt":0.4934852671630705,"score_spread":0.3818156623938264,"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."}}