{"id":"W2074426217","doi":"10.1017/s0317167100008416","title":"EEG in Suspected Syncope: Do EEGs Ordered by Neurologists Give a Higher Yield?","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Jewish General Hospital","keywords":"Electroencephalography; Syncope (phonology); Medicine; Epilepsy; Specialty; Anesthesia; Neurology; Pediatrics; Cardiology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003291981,0.0004358003,0.0009292224,0.001204128,0.001087628,0.000618521,0.001532616,0.0002970669,0.0004379423],"category_scores_gemma":[0.002140977,0.0003058614,0.0004757497,0.002034318,0.003929462,0.0007996535,0.00005132685,0.001735711,0.000008234476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003219949,"about_ca_system_score_gemma":0.003316111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002535607,"about_ca_topic_score_gemma":0.02522131,"domain_scores_codex":[0.9949121,0.0007170885,0.001110166,0.0007492367,0.0008603059,0.001651058],"domain_scores_gemma":[0.9965186,0.0003897888,0.0005914454,0.0002504788,0.0003546341,0.001895124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006661666,0.0002812457,0.9041249,0.00001603382,0.00008153789,0.04208767,0.0006523443,0.002745056,0.0009354312,0.001148884,0.01267152,0.03458925],"study_design_scores_gemma":[0.001777675,0.08975465,0.8365859,0.0001250282,0.0001194857,0.03768556,0.0003112747,0.0003823792,0.0001125823,0.009495902,0.02297642,0.0006731945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662892,0.004167967,0.00001131628,0.01739239,0.0007645072,0.0002087025,0.000009572363,0.00002813991,0.0111282],"genre_scores_gemma":[0.9878706,0.0006757755,0.0003998346,0.01074261,0.0001797464,0.000002384505,7.048335e-7,0.00001410636,0.0001142107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0894734,"threshold_uncertainty_score":0.9999393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083997354205082,"score_gpt":0.2556324554346817,"score_spread":0.2347924818926309,"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."}}