{"id":"W2461812650","doi":"10.1002/9781119212782.ch1","title":"Clinical Aspects of Arrhythmias","year":2017,"lang":"en","type":"article","venue":"","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Supraventricular arrhythmia; Atrial fibrillation; Cardiology; Medicine; Internal medicine; Heart disease; Disease; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002560089,0.00004322602,0.0002604722,0.00001672721,0.00003679955,0.000009656767,0.00007012684,0.00004061577,0.0002787885],"category_scores_gemma":[0.0001893506,0.00003317289,0.0003273467,0.000009240131,0.0001087986,0.00003758372,0.00004319211,0.00005871642,0.0001303905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005041359,"about_ca_system_score_gemma":0.00007544261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005858604,"about_ca_topic_score_gemma":0.00001394359,"domain_scores_codex":[0.9995449,0.000009157878,0.0001750696,0.0001113817,0.00008536156,0.00007410104],"domain_scores_gemma":[0.999141,0.00001665248,0.00006675826,0.0006926033,0.00002931064,0.00005372623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001292439,0.0002338265,0.1306098,0.0000699805,0.000867715,0.0002074108,0.00005546764,0.000002263034,0.000378802,0.02363014,0.008637227,0.8351781],"study_design_scores_gemma":[0.003176919,0.0001626656,0.8528086,0.00006009528,0.0001610277,0.00007109622,0.00007815286,0.00006414205,0.002180781,0.0008672632,0.1402735,0.00009574952],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3753851,0.0001314803,0.0002379106,0.0008392269,0.0001949598,0.00007771401,4.855106e-7,0.00001460355,0.6231185],"genre_scores_gemma":[0.9954145,0.0000865732,0.0005140548,0.0001933988,0.0001664984,0.000001081565,0.000001018758,0.000006139345,0.00361675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8350824,"threshold_uncertainty_score":0.3052539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03633283899797239,"score_gpt":0.346360867732478,"score_spread":0.3100280287345056,"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."}}