{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001903799,0.00004780997,0.0002145334,0.00007055948,0.00001394085,0.000003050971,0.00000452161,0.00003836046,0.00006357251],"category_scores_gemma":[0.000332104,0.00004578581,0.00008698175,0.0001347451,0.00001485498,0.00006853457,0.00001245268,0.00002858242,0.000002843558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001025614,"about_ca_system_score_gemma":0.00002462287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004458843,"about_ca_topic_score_gemma":0.00002380995,"domain_scores_codex":[0.99936,0.00004625501,0.0002568849,0.00009580985,0.0001755662,0.00006548719],"domain_scores_gemma":[0.9996874,0.00009561839,0.00009111987,0.00004134028,0.00003817996,0.00004637722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005770177,0.000001812761,0.9832718,0.0001236432,0.00003351437,1.555981e-7,0.0002855964,0.0001168555,0.01442992,0.0001287596,0.00004649723,0.0009844605],"study_design_scores_gemma":[0.002111594,0.0001489052,0.9939888,0.00002992145,0.00005069606,1.840127e-7,0.0001141415,0.0007436883,0.0010983,0.0000745283,0.001595465,0.00004382688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961399,0.0001926013,0.0001857754,0.002894044,0.00009003851,0.0002604252,0.000005892198,0.00001284769,0.0002184857],"genre_scores_gemma":[0.9989828,0.00003900173,0.0002714404,0.0001387265,0.0004739919,3.02036e-7,0.00006148141,0.000004774447,0.0000275217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333162,"threshold_uncertainty_score":0.1867091,"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."}}