{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005313686,0.0007715123,0.0007999144,0.001267457,0.0007856502,0.001455707,0.0006327022,0.001494934,0.007313422],"category_scores_gemma":[0.002992494,0.0001795557,0.000698079,0.0009682937,0.0007638104,0.001391654,0.0009485915,0.002297529,0.003974444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005549108,"about_ca_system_score_gemma":0.0006407871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007494397,"about_ca_topic_score_gemma":0.0007868655,"domain_scores_codex":[0.9990419,0.0002132907,0.0002082154,0.0001020745,0.0003025739,0.0001319592],"domain_scores_gemma":[0.9989697,0.0004192569,0.0002013493,0.00005010207,0.0002491102,0.0001104435],"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":[0.000678516,0.0003611305,0.03041741,0.005759575,0.0001479257,0.09110131,0.00269336,0.0007749302,0.01294987,0.03889877,0.1772294,0.6389878],"study_design_scores_gemma":[0.0000597023,0.0002921655,0.01375752,0.003261834,0.00007442255,0.4108392,0.0008709989,0.000305876,0.001009358,0.01086317,0.55858,0.00008559376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02705173,0.7270213,0.01488515,0.02315186,0.01153193,0.0004731005,0.0009601545,0.0005149606,0.1944097],"genre_scores_gemma":[0.311909,0.5354432,0.02075357,0.032571,0.02919792,0.0006169772,0.002181569,0.0004060488,0.06692073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007313422,"threshold_uncertainty_score":0.02446586,"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."}}