{"id":"W2044432396","doi":"10.1016/j.ccl.2012.10.005","title":"Recognizing Life-Threatening Causes of Syncope","year":2012,"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":"University of British Columbia","funders":"","keywords":"Medicine; Syncope (phonology); Etiology; Intensive care medicine; Identification (biology); Cardiology; 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":[0.0006047886,0.001042813,0.001737688,0.002882634,0.0002239365,0.000894911,0.001000511,0.001224445,0.002312773],"category_scores_gemma":[0.001705132,0.0003052735,0.0006905915,0.001618733,0.0003592087,0.001345006,0.0006874868,0.001533889,0.001005428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00042462,"about_ca_system_score_gemma":0.0009784152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618475,"about_ca_topic_score_gemma":0.004065872,"domain_scores_codex":[0.9996777,0.00004897334,0.00007404724,0.00005814552,0.0001157501,0.00002552424],"domain_scores_gemma":[0.9991498,0.0004457675,0.0001600781,0.00001500161,0.0001808802,0.00004838248],"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":[0.0000458968,0.0000579012,0.000551946,0.01799989,0.00013034,0.0003009261,0.0000378931,0.0001534196,0.000613097,0.0004105223,0.01473537,0.9649627],"study_design_scores_gemma":[0.0001211428,0.0003431482,0.01073052,0.03783837,0.00140523,0.0110902,0.0003062663,0.00042003,0.0009558002,0.001741022,0.9349561,0.00009211563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001133569,0.998861,0.0001070129,0.0001462144,0.0001698985,0.000005067242,0.00001220705,0.000005060723,0.0005802576],"genre_scores_gemma":[0.0008257258,0.9981114,0.0002484814,0.0002541346,0.0002846974,0.000004507125,0.00003081283,0.000001005018,0.0002393356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002882634,"threshold_uncertainty_score":0.007737041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1520800677009588,"score_gpt":0.3871711200407039,"score_spread":0.2350910523397451,"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."}}