{"id":"W3171884734","doi":"10.1097/pec.0000000000002469","title":"Electrocardiogram in Pediatric Syncope: Practice Variation Among Pediatric Emergency Physicians.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Vasovagal syncope; Emergency department; Syncope (phonology); Etiology; Emergency medicine; Emergency physician; Medical emergency; Presentation (obstetrics); Internal medicine; Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001159237,0.0001683687,0.0003586963,0.0004356081,0.0001232593,0.00001990598,0.000144972,0.00005271205,0.0000888741],"category_scores_gemma":[0.0002925268,0.0001938918,0.0003743356,0.001811108,0.00001064799,0.0002763186,0.000107169,0.0004271852,0.00002521634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002869795,"about_ca_system_score_gemma":0.0000819472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001769045,"about_ca_topic_score_gemma":0.00001358121,"domain_scores_codex":[0.9978963,0.000229316,0.000390436,0.000422398,0.0005314341,0.0005301591],"domain_scores_gemma":[0.9992328,0.00005415823,0.0001788904,0.000377699,0.00006037712,0.00009603211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00030988,0.001267222,0.6205693,0.0001641793,0.0004993356,0.0002211206,0.0008112123,0.002038739,0.000008744699,0.0001360804,0.01490963,0.3590645],"study_design_scores_gemma":[0.001361408,0.00005342111,0.9759506,6.528996e-7,0.0007815582,0.00002489269,0.0002481134,0.00007885516,0.000003817006,0.00005079333,0.02123935,0.0002065429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560946,0.007311542,0.0005440575,0.001201535,0.001459964,0.002530476,0.000009184688,0.0001822592,0.0306664],"genre_scores_gemma":[0.9925778,0.002024688,0.00008020192,0.0002911054,0.0008297565,0.003430113,0.00004194687,0.00004251028,0.0006818764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3588579,"threshold_uncertainty_score":0.7906677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006629006264207293,"score_gpt":0.2099269762915039,"score_spread":0.2032979700272967,"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."}}