{"id":"W2910486196","doi":"10.1161/circulationaha.118.036088","title":"Duration of Electrocardiographic Monitoring of Emergency Department Patients With Syncope","year":2019,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; University of Alberta; Queen's University; Ottawa Hospital; Provincial Laboratory of Public Health; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Emergency department; Syncope (phonology); Electrocardiography; Emergency medicine; Cardiology; Internal medicine; Medical emergency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009726171,0.0001762329,0.0002889481,0.000589572,0.0002007393,0.0004696652,0.0003116858,0.0003202842,0.0009865147],"category_scores_gemma":[0.006897476,0.0001291091,0.0002833077,0.0006727227,0.0001641645,0.0003811091,0.0003541558,0.0004615176,0.0001462521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003365043,"about_ca_system_score_gemma":0.0004070662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00156556,"about_ca_topic_score_gemma":0.002268904,"domain_scores_codex":[0.9991958,0.000184091,0.000140099,0.0001408301,0.000211125,0.0001281937],"domain_scores_gemma":[0.9898126,0.001674052,0.006940649,0.0002248024,0.0005943064,0.0007535149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001061182,0.00001070108,0.9980564,0.00001110258,0.00002111242,0.00008708406,0.0000220868,0.00004735365,0.00005895663,0.000007561056,0.00005657224,0.001515028],"study_design_scores_gemma":[0.000005693731,0.00009000401,0.9987557,0.00001503323,0.00001558389,0.000701079,0.00004706965,0.000177697,0.00004464573,0.00001977073,0.0001249396,0.000002819451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978422,0.0009641579,0.0001594828,0.00008007706,0.00001020774,0.000008452515,0.0003524579,0.000004668554,0.0005782396],"genre_scores_gemma":[0.9993986,0.0001810624,0.00007704376,0.00002211433,0.00002154678,0.000004698122,0.0002593714,0.000001186209,0.00003434017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00156556,"threshold_uncertainty_score":0.005143762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006402121135028246,"score_gpt":0.2164608872217528,"score_spread":0.2100587660867246,"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."}}