{"id":"W2960923145","doi":"10.1093/europace/euz175","title":"Vernakalant for cardioversion of recent-onset atrial fibrillation: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University; Population Health Research Institute","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Ibutilide; Amiodarone; Placebo; Cardioversion; Atrial fibrillation; Internal medicine; Sinus rhythm; Confidence interval; Cardiology; Randomized controlled trial; Adverse effect; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001020727,0.0003701849,0.01032633,0.0002940008,0.00003945315,0.00002032181,0.0001015746,0.000121553,0.0002587395],"category_scores_gemma":[0.001014864,0.0002345182,0.007063157,0.0007852881,0.00002241446,0.00005000124,0.00009022274,0.0000913941,0.00005871251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005210046,"about_ca_system_score_gemma":0.00008472031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004028701,"about_ca_topic_score_gemma":4.556148e-7,"domain_scores_codex":[0.9973703,0.0004713306,0.001172115,0.0004165154,0.0004121427,0.0001576122],"domain_scores_gemma":[0.9968772,0.0008384571,0.001298396,0.0007238247,0.0001835259,0.00007860547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002217555,6.478772e-7,0.00001798153,0.8524842,0.1449122,0.000002444619,0.000006582382,0.000004494494,1.308946e-8,0.00002497443,0.001230042,0.001294322],"study_design_scores_gemma":[0.0001819895,0.00004068428,0.000001807997,0.007954974,0.5254862,0.00001203421,0.000002141636,0.000007081155,3.52267e-8,7.335232e-7,0.4662099,0.0001024444],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.845709e-7,0.9914581,0.0001493681,0.0005421488,0.000148355,0.007162706,0.0002330451,0.00002559504,0.0002804167],"genre_scores_gemma":[0.000002438488,0.9893073,0.0002247019,0.00007118616,0.000263081,0.000008427048,0.000368521,0.00004123255,0.009713121],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8445292,"threshold_uncertainty_score":0.9563375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.270745700242309,"score_gpt":0.4228959702777982,"score_spread":0.1521502700354893,"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."}}