{"id":"W2797922849","doi":"10.1111/jce.13497","title":"Catheter ablation of atrial fibrillation in heart failure with reduced ejection fraction","year":2018,"lang":"en","type":"review","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC; Heart and Stroke Foundation of Canada","keywords":"Medicine; Atrial fibrillation; Ejection fraction; Cardiology; Internal medicine; Heart failure; Sinus rhythm; Catheter ablation; Ablation; Catheter; Adverse effect; Surgery","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":[0.000702931,0.0002837522,0.002977783,0.0008469616,0.00003526188,0.00001094176,0.00007316252,0.0003946887,0.00002378487],"category_scores_gemma":[0.0001566053,0.0001984497,0.00360223,0.0006383616,0.0000579659,0.00017596,0.0000186431,0.0004145049,0.00001159733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003453657,"about_ca_system_score_gemma":0.0003372019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001420065,"about_ca_topic_score_gemma":0.000001587944,"domain_scores_codex":[0.9973784,0.0005336759,0.001120367,0.0002645655,0.0004897662,0.0002132269],"domain_scores_gemma":[0.9978412,0.0001027645,0.001238599,0.0003495851,0.0004162702,0.00005161645],"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":[0.006685637,0.00006269569,0.001662153,0.01779517,0.04796728,0.0001065839,0.0001167752,0.01301152,0.003268647,0.0001434136,0.001550832,0.9076293],"study_design_scores_gemma":[0.001768531,0.002510964,0.001045748,0.0024344,0.007860936,0.0005040931,0.000009748996,0.00003478631,0.00009542586,0.00005910944,0.9834639,0.000212332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01319998,0.9846479,0.0007758614,0.00005950076,0.0004336864,0.0008285069,0.000001288117,0.00001209815,0.0000411824],"genre_scores_gemma":[0.008951428,0.9834213,0.001163674,0.000005598729,0.006324076,0.000001264913,0.00005408806,0.00004845178,0.00003011225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9819131,"threshold_uncertainty_score":0.8092544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03203888881574756,"score_gpt":0.3184634869975929,"score_spread":0.2864245981818453,"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."}}