{"id":"W2027065344","doi":"10.1046/j.1460-9592.2002.00037.x","title":"Predicting the Outcome of Patients with Unexplained Syncope Undergoing Prolonged Monitoring","year":2002,"lang":"en","type":"article","venue":"Pacing and Clinical Electrophysiology","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Syncope (phonology); Logistic regression; Bradycardia; Odds ratio; Internal medicine; Vasovagal syncope; Sinus rhythm; Cardiology; Tachycardia; Sinus bradycardia; Implantable loop recorder; Heart rate; Atrial fibrillation; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002483217,0.0001236475,0.0004918667,0.00003146455,0.0001060667,0.000007311918,0.00005872921,0.00008442422,0.00001254656],"category_scores_gemma":[0.000377513,0.00007259819,0.0001654795,0.0001145927,0.0001746716,0.00003410482,0.00003837336,0.0003122362,0.000004961401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001747891,"about_ca_system_score_gemma":0.00002335072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002550552,"about_ca_topic_score_gemma":0.000006425286,"domain_scores_codex":[0.9988253,0.0001240601,0.0004223177,0.0002611772,0.0001191791,0.0002480059],"domain_scores_gemma":[0.9990289,0.0004485084,0.0001448821,0.0002541401,0.00006032484,0.00006325151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003343583,0.0001691944,0.9803251,0.00006012258,0.0004651581,0.000003889227,0.0001307356,0.00003007072,0.000523396,0.0000260939,0.00001432676,0.01791757],"study_design_scores_gemma":[0.004024202,0.002687567,0.9912023,0.0001169584,0.0004006038,0.00001056607,0.0002325057,0.0007531751,0.000254241,0.00005199403,0.0001228982,0.0001429995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983615,0.0004178309,0.00007800541,0.0002549829,0.0001099386,0.000246505,0.00000105674,0.00003355179,0.0004966179],"genre_scores_gemma":[0.9992523,0.0002626138,0.0001280603,0.0001165863,0.000140055,0.000009409281,0.000003630423,0.00001693162,0.00007036477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01777457,"threshold_uncertainty_score":0.2960468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847871604173035,"score_gpt":0.2712943541013719,"score_spread":0.2528156380596416,"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."}}