{"id":"W2946208892","doi":"10.1161/circulationaha.119.040204","title":"Are Cardiac Biomarkers the Key to Solving the Syncope Mystery?","year":2019,"lang":"en","type":"letter","venue":"Circulation","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"South Health Campus; Canadian VIGOUR Centre; University of Calgary; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Syncope (phonology); Emergency department; Risk stratification; Internal medicine; Cardiology; Psychiatry","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":[0.002874039,0.0008127367,0.002117469,0.0009689817,0.001911329,0.003069914,0.001163361,0.03249937,0.004656411],"category_scores_gemma":[0.02327576,0.0005166787,0.000960513,0.0005365105,0.002853735,0.005023526,0.001025613,0.03613696,0.003998876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864814,"about_ca_system_score_gemma":0.001813274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001474001,"about_ca_topic_score_gemma":0.002454238,"domain_scores_codex":[0.9980525,0.000756882,0.0002970393,0.0002276975,0.0004987949,0.0001670668],"domain_scores_gemma":[0.9889224,0.007263901,0.0006212868,0.0003447947,0.001568923,0.001278691],"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":[0.000238445,0.0001425053,0.003477135,0.0002862833,0.00009145112,0.01010999,0.0002054172,0.0001723448,0.0006135795,0.008363915,0.9266566,0.0496423],"study_design_scores_gemma":[0.0007233506,0.0002911951,0.003977621,0.001851731,0.0001672287,0.02292109,0.001039561,0.001740812,0.0005610154,0.08941694,0.877104,0.0002054805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003929177,0.006445255,0.0001450337,0.9755667,0.01590871,0.000005411624,0.00002207477,0.00001541628,0.00149846],"genre_scores_gemma":[0.007896394,0.00933752,0.0004797777,0.7161562,0.2634959,0.00002653012,0.00002882391,0.00001617554,0.002562704],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03249937,"threshold_uncertainty_score":0.0155772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832222794597552,"score_gpt":0.2327805016977823,"score_spread":0.2144582737518068,"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."}}