{"id":"W4379519470","doi":"10.3390/ph16060844","title":"Overview of Cardiac Arrhythmias and Treatment Strategies","year":2023,"lang":"en","type":"review","venue":"Pharmaceuticals","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Sudden cardiac death; Myocardial infarction; Cardiology; Internal medicine; Population; QT interval; Disease; Cardiac arrhythmia; Bioinformatics; Atrial fibrillation; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002120626,0.0004531874,0.003452328,0.0001673682,0.00004562265,0.00001398073,0.00005167267,0.0002856724,0.00007723133],"category_scores_gemma":[0.00004756674,0.0003136909,0.001041009,0.0003266294,0.0002128703,0.00004149134,0.0000702006,0.0003488666,0.0001846405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009349751,"about_ca_system_score_gemma":0.0004904126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007713741,"about_ca_topic_score_gemma":3.995397e-7,"domain_scores_codex":[0.998171,0.0002510895,0.0005860988,0.0004433404,0.0001724796,0.0003759596],"domain_scores_gemma":[0.9986342,0.0005515208,0.0001832717,0.000371744,0.00004784711,0.0002114071],"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":[0.00003523528,0.00004406533,0.000001093811,0.02529144,0.001975291,0.0002324143,0.0000316305,2.388554e-7,0.0000338349,0.001350338,0.0002144889,0.9707899],"study_design_scores_gemma":[0.0003177099,0.0002492169,0.00001193402,0.006345421,0.00685184,0.0003092254,0.00001816078,0.000003107023,0.00007800777,0.0001588077,0.9854223,0.0002342734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001855179,0.9969037,6.586848e-7,0.00007872593,0.0002459397,0.001188425,0.000148047,0.00009340707,0.001155535],"genre_scores_gemma":[0.00006288602,0.9981806,0.000036905,0.00004815179,0.000632297,0.0001986044,0.0001049303,0.00007048804,0.0006651107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9852078,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2294393278033831,"score_gpt":0.4744354970062195,"score_spread":0.2449961692028363,"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."}}