{"id":"W3092597781","doi":"10.1136/heartjnl-2020-316612","title":"Changes in quality of life, cognition and functional status following catheter ablation of atrial fibrillation","year":2020,"lang":"en","type":"article","venue":"Heart","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novo Nordisk Fonden; Fondation Leducq; Pfizer; European Commission; Kompetenznetz Vorhofflimmern; British Heart Foundation; Deutsches Zentrum für Herz-Kreislaufforschung","keywords":"Medicine; Atrial fibrillation; Catheter ablation; Ablation; Cognition; Cardiology; Internal medicine; Ablation of atrial fibrillation; Quality of life (healthcare); Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001840834,0.0003316,0.0009468989,0.0003190284,0.0002149668,0.0005670367,0.0002537772,0.000600147,0.001071613],"category_scores_gemma":[0.003017056,0.0001089971,0.0008101066,0.0003842441,0.0002374083,0.0004429933,0.000274028,0.0005836221,0.0001220633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002844165,"about_ca_system_score_gemma":0.0001928006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006483482,"about_ca_topic_score_gemma":0.0008643352,"domain_scores_codex":[0.9992386,0.0003031763,0.00008218876,0.0001369342,0.0001224484,0.0001166227],"domain_scores_gemma":[0.9980695,0.0004648723,0.0009090172,0.00006734681,0.0001244569,0.0003648864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04738592,0.002107283,0.9098984,0.0003499184,0.002861633,0.0001468592,0.0001226654,0.0007954319,0.002259261,0.00002803089,0.0004660418,0.03357846],"study_design_scores_gemma":[0.0009191125,0.008200351,0.989727,0.00001513577,0.0003257838,0.0001591515,0.00002638595,0.0003262657,0.0001401486,0.000023371,0.000126447,0.00001088893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984292,0.001112799,0.00004797716,0.00003934975,0.000009496103,0.0000193715,0.0001344777,0.000003208704,0.0002040069],"genre_scores_gemma":[0.9993981,0.0001541118,0.00004720002,0.00003899686,0.0000219964,0.00002237871,0.000229855,6.352892e-7,0.00008659996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001840834,"threshold_uncertainty_score":0.009735346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135405641983299,"score_gpt":0.3534733656671219,"score_spread":0.2180677236838229,"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."}}