{"id":"W2376557932","doi":"10.1016/j.ajem.2016.05.013","title":"Stroke prevention for patients with atrial fibrillation: values and preferences of Canadian emergency medicine trainees","year":2016,"lang":"en","type":"letter","venue":"The American Journal of Emergency Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Toronto; University of Calgary; Western University; University of Manitoba","funders":"","keywords":"Medicine; Atrial fibrillation; Government (linguistics); Audit; Stroke (engine); Health care; MEDLINE; Medical emergency; Family medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002184083,0.0002016507,0.0003373565,0.0007236593,0.004946509,0.002760665,0.0006337865,0.001956003,0.004869531],"category_scores_gemma":[0.01985584,0.0002150517,0.0004023632,0.001613933,0.0009843042,0.0007760944,0.0007601844,0.00290176,0.0003816039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01764374,"about_ca_system_score_gemma":0.02706894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8093678,"about_ca_topic_score_gemma":0.9019391,"domain_scores_codex":[0.9973751,0.0004274092,0.000173535,0.0001206474,0.0008891982,0.001014021],"domain_scores_gemma":[0.9852011,0.001906791,0.001457136,0.000154107,0.004927309,0.006353596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002514064,0.0002380454,0.8272325,0.0001266695,0.0001344135,0.001478188,0.01547285,0.000301197,0.0002249234,0.001135365,0.1105599,0.04284458],"study_design_scores_gemma":[0.00009555829,0.0001602995,0.8511209,0.0007827649,0.0001220242,0.00182606,0.07745908,0.0008156633,0.0001628895,0.001331344,0.06590334,0.0002200102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7305478,0.00279535,0.0001693143,0.2138713,0.0009677958,0.00007090739,0.001306841,0.00001242942,0.05025815],"genre_scores_gemma":[0.9729295,0.001553873,0.0003787561,0.02225234,0.0002881232,0.00003232496,0.0002668303,0.00001048873,0.00228776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1906322,"threshold_uncertainty_score":0.3835096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07615441100414534,"score_gpt":0.3479422055979719,"score_spread":0.2717877945938266,"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."}}