{"id":"W2946790735","doi":"10.1016/j.ajem.2019.05.014","title":"Evidence over dogma and anecdotes","year":2019,"lang":"en","type":"letter","venue":"The American Journal of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Charles-Le Moyne; McGill University; Centre Hospitalier de l’Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Confidence interval; Receiver operating characteristic; Retrospective cohort study; Mortality rate; Emergency department; Emergency medicine; Injury Severity Score; Internal medicine; Area under the curve; Poison control; Injury prevention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02822041,0.001058733,0.001349427,0.003074082,0.005950931,0.01224854,0.003042662,0.05954905,0.009710696],"category_scores_gemma":[0.2286721,0.001005287,0.0009650117,0.00310988,0.01598273,0.0125284,0.005051301,0.05218603,0.00450218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007343163,"about_ca_system_score_gemma":0.004993689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002561097,"about_ca_topic_score_gemma":0.003303791,"domain_scores_codex":[0.9672205,0.01883672,0.002745342,0.002281046,0.007341931,0.001574395],"domain_scores_gemma":[0.6651748,0.295029,0.01394785,0.004554452,0.01608447,0.005209482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001506294,0.00003670474,0.0009161868,0.000479188,0.0000631003,0.004904839,0.00262684,0.00007735864,0.0001240018,0.06608073,0.9059716,0.01856879],"study_design_scores_gemma":[0.0001571243,0.00003959365,0.0006679964,0.003526715,0.0000865082,0.006411093,0.004092454,0.0002674034,0.0001831195,0.08616164,0.8983276,0.00007880005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000452457,0.007330088,0.0001875974,0.972159,0.01285674,0.000005873741,0.00002215993,0.000009728817,0.006976328],"genre_scores_gemma":[0.01860729,0.00711772,0.0004294015,0.9252797,0.04443946,0.00004013044,0.00002219824,0.00002458626,0.004039536],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05954905,"threshold_uncertainty_score":0.1492456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0900252364016734,"score_gpt":0.3673676855805206,"score_spread":0.2773424491788472,"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."}}