{"id":"W2149298411","doi":"10.1016/j.annemergmed.2014.04.014","title":"Priorities for Emergency Department Syncope Research","year":2014,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Ottawa; University of Calgary","funders":"","keywords":"Emergency department; Syncope (phonology); Medicine; Medical emergency; Risk stratification; Multinational corporation; Family medicine; Business; Psychiatry; Finance; Internal medicine","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":[0.09035316,0.002390183,0.009124974,0.01058684,0.009395542,0.0220596,0.00624697,0.02632633,0.03850134],"category_scores_gemma":[0.1303414,0.00270847,0.005595054,0.005232092,0.006029926,0.02247585,0.01527681,0.02797188,0.006620587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01347875,"about_ca_system_score_gemma":0.1181346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0208155,"about_ca_topic_score_gemma":0.03347457,"domain_scores_codex":[0.9515976,0.02154858,0.009026947,0.002978806,0.005405946,0.009442165],"domain_scores_gemma":[0.6209921,0.1392919,0.01628861,0.007389704,0.1094727,0.106565],"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":[0.002261215,0.002664304,0.03927672,0.02389705,0.001316549,0.001661655,0.002379655,0.001606545,0.002238706,0.03734595,0.5467981,0.3385536],"study_design_scores_gemma":[0.002513884,0.002907439,0.05860346,0.07590803,0.002481346,0.002352618,0.03717288,0.003414587,0.001130358,0.1224264,0.6901976,0.0008914339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004067575,0.13589,0.002091095,0.8232427,0.02518582,0.0004430563,0.0009800883,0.0001582984,0.007941279],"genre_scores_gemma":[0.1298125,0.2910178,0.04974304,0.4048837,0.1049486,0.003519979,0.007084027,0.0002243781,0.008766021],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09035316,"threshold_uncertainty_score":0.4778389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2398442025200045,"score_gpt":0.4649753720412049,"score_spread":0.2251311695212004,"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."}}