{"id":"W2954244608","doi":"10.1001/jama.2019.8001","title":"Did This Patient Have Cardiac Syncope?","year":2019,"lang":"en","type":"review","venue":"JAMA","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Syncope (phonology); Atrial fibrillation; Internal medicine; Orthostatic vital signs; Cardiology; Vasovagal syncope; Blood pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005591465,0.0004118801,0.001266971,0.001446472,0.0003369902,0.001083426,0.0006716429,0.002252498,0.003586662],"category_scores_gemma":[0.04600655,0.0003567109,0.001393966,0.00144468,0.0006406356,0.002293345,0.0005907752,0.001289887,0.0005701326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008130659,"about_ca_system_score_gemma":0.001655685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002372741,"about_ca_topic_score_gemma":0.004962116,"domain_scores_codex":[0.9953117,0.002074509,0.001515723,0.0004185106,0.0005974775,0.00008188872],"domain_scores_gemma":[0.9769974,0.01612049,0.005147954,0.0002950076,0.001165192,0.0002739615],"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":[0.002035406,0.00008611396,0.1408252,0.3506938,0.01051559,0.009613228,0.003270847,0.0004152225,0.000794552,0.005211155,0.07758349,0.3989554],"study_design_scores_gemma":[0.001559665,0.0007467686,0.137831,0.5874035,0.01190645,0.04598556,0.008990928,0.0006682041,0.000827898,0.01478886,0.1890785,0.000212694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01831541,0.9291524,0.001524139,0.03743695,0.003679744,0.0005222779,0.003048731,0.00002361232,0.006296727],"genre_scores_gemma":[0.3658922,0.5817282,0.003292379,0.03808372,0.006222141,0.0005860041,0.002515431,0.00001637585,0.001663606],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005591465,"threshold_uncertainty_score":0.02957088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822909719571012,"score_gpt":0.2933477782219133,"score_spread":0.2651186810262032,"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."}}