{"id":"W2177224044","doi":"10.1016/j.ccl.2015.04.014","title":"Syncope and Driving","year":2015,"lang":"en","type":"review","venue":"Cardiology Clinics","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton General Hospital; McMaster University","funders":"","keywords":"Medicine; Syncope (phonology); Cardiology; Heart disease; Etiology; Myocardial infarction; Internal medicine; Ejection fraction; Disease; Vasovagal syncope; Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001237774,0.0003722458,0.004649692,0.0001383254,0.00003999058,0.00001580771,0.0001315116,0.0007905493,0.00001198769],"category_scores_gemma":[0.0004417564,0.0002962475,0.001629333,0.0001296116,0.0002207907,0.00002772796,0.0002084477,0.0006458106,0.0002934767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009680771,"about_ca_system_score_gemma":0.0008517208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001318938,"about_ca_topic_score_gemma":5.656501e-7,"domain_scores_codex":[0.9980664,0.0002679769,0.0006558884,0.0005841625,0.0001251574,0.0003004606],"domain_scores_gemma":[0.9984679,0.0002507565,0.000187265,0.0007795773,0.00008481205,0.0002297424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003156333,0.000006424923,0.0001482921,0.002038682,0.001577676,0.000205979,0.00001019774,5.678595e-7,5.767115e-9,0.00003058403,0.005635644,0.9903428],"study_design_scores_gemma":[0.0005390145,0.00009002849,0.00003460707,0.002573934,0.005400635,0.001943453,0.00003224195,0.0000023768,5.373422e-9,0.00003894121,0.9890819,0.0002628899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002582401,0.9819854,0.00007597577,0.00002598597,0.001064072,0.0006306814,0.00001167165,0.000073152,0.01610724],"genre_scores_gemma":[0.00001807904,0.997653,0.0001568072,0.0001406156,0.0008401202,0.00004888998,0.0001485305,0.00007531159,0.000918634],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9900799,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07569689248885023,"score_gpt":0.3934849077376747,"score_spread":0.3177880152488245,"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."}}