{"id":"W120569463","doi":"10.1080/08998280.2013.11928975","title":"Frequency of Adoption of Practice Management Guidelines at Trauma Centers","year":2013,"lang":"en","type":"article","venue":"Baylor University Medical Center Proceedings","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Trauma center; Accreditation; Medicine; Profit center; Family medicine; Medical emergency; Retrospective cohort study; Profit (economics); Medical education; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001957808,0.0001461107,0.0003106159,0.0001728022,0.00006529253,0.000002837568,0.0001809773,0.0001034236,0.000857268],"category_scores_gemma":[0.0002649113,0.0001305715,0.0001598707,0.0002549581,0.0001984422,0.0002813602,0.0001812067,0.0001312798,0.00003720874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308516,"about_ca_system_score_gemma":0.00002165135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002622969,"about_ca_topic_score_gemma":0.00001163737,"domain_scores_codex":[0.998368,0.00001142252,0.0003841057,0.000251798,0.0007448242,0.0002398569],"domain_scores_gemma":[0.9984927,0.00002567004,0.0001957419,0.0001028488,0.0009566333,0.0002264172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001601408,0.003087823,0.5726349,0.006199522,0.002418783,0.0002818676,0.007351473,5.65512e-7,0.00988109,0.01536219,0.2878625,0.09331784],"study_design_scores_gemma":[0.01540041,0.001287634,0.7189634,0.002945832,0.001755953,0.0002853113,0.06068075,0.0001693204,0.004424223,0.0001811009,0.1931529,0.0007531521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8849527,0.0001651778,0.0001454627,0.007702575,0.0002782236,0.0004841393,0.00001320625,0.00005769174,0.1062009],"genre_scores_gemma":[0.99231,0.0009016356,0.004874864,0.0004503324,0.00007653813,0.000002172812,0.00002062976,0.00001263052,0.001351169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1463285,"threshold_uncertainty_score":0.9386483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450471560939331,"score_gpt":0.2719244630613106,"score_spread":0.2474197474519172,"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."}}