{"id":"W2806558185","doi":"10.14740/cr724w","title":"Revisiting the Role of Antiarrhythmic Drugs in Prevention of Atrial Fibrillation Recurrence: A Single Center Retrospective Review","year":2018,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Amiodarone; Retrospective cohort study; Sinus rhythm; Atrial fibrillation; Internal medicine; Cardiology; Sotalol; Single Center","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002810443,0.00009032546,0.0007250549,0.0001601868,0.00008186023,0.000002425467,0.00008284464,0.0001401771,0.0000359312],"category_scores_gemma":[0.001458689,0.00006592287,0.0003310303,0.0006412643,0.0006858081,0.00004441667,0.00009560395,0.0004505636,0.00001635074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009920799,"about_ca_system_score_gemma":0.0001580323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001341654,"about_ca_topic_score_gemma":0.000001121502,"domain_scores_codex":[0.9973952,0.001320046,0.0004073285,0.0002840157,0.0002740725,0.0003193208],"domain_scores_gemma":[0.9984319,0.0003228997,0.0001500468,0.0003838514,0.0006793832,0.00003191636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004062239,0.00004003895,0.5162325,0.001876464,0.0008016705,0.00006954105,0.001432306,0.00002978042,0.1476488,0.002134064,0.001341908,0.3243307],"study_design_scores_gemma":[0.00704301,0.009482768,0.8635215,0.02200839,0.0006515131,0.002798217,0.001424587,0.0004693677,0.05394877,0.01822392,0.0197846,0.0006434064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564588,0.0366494,0.00001095727,0.0005855887,0.0001241717,0.0008604474,0.000008793147,0.000008166386,0.005293666],"genre_scores_gemma":[0.9890562,0.008364608,0.0000347186,0.0000153798,0.002428536,0.00001053629,0.00002444444,0.000009272348,0.00005636279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3472889,"threshold_uncertainty_score":0.2688257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265826625754117,"score_gpt":0.3706301625131662,"score_spread":0.337971896255625,"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."}}