{"id":"W2035884177","doi":"10.1016/j.ahj.2006.08.011","title":"Influence of age, sex, and atrial fibrillation recurrence on quality of life outcomes in a population of patients with new-onset atrial fibrillation: The Fibrillation Registry Assessing Costs, Therapies, Adverse events and Lifestyle (FRACTAL) study","year":2006,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":189,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Atrial fibrillation; Quality of life (healthcare); Population; Observational study; Sinus rhythm; Cohort; Internal medicine; Clinical trial; Cohort study; Checklist; Physical therapy; Pediatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008284958,0.0001914563,0.0007648686,0.0002322048,0.0001167952,0.00002222438,0.00004963851,0.00005368052,0.000005061177],"category_scores_gemma":[0.0008185072,0.0001332821,0.0001601617,0.0004511703,0.0001607172,0.0003582719,0.00003822526,0.0001459817,2.305798e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000758599,"about_ca_system_score_gemma":0.000143061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003144333,"about_ca_topic_score_gemma":0.0001420131,"domain_scores_codex":[0.9973599,0.0004434253,0.001100246,0.0002259663,0.0007153183,0.0001551489],"domain_scores_gemma":[0.9970543,0.0008827763,0.001566273,0.0002289196,0.0001825441,0.0000852239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001813523,0.000009390947,0.9827292,0.00003039144,0.0001091545,4.829959e-7,0.0003297539,0.01047892,0.00002196602,0.00001431091,0.00001028733,0.004452611],"study_design_scores_gemma":[0.003725101,0.0008624585,0.9942123,0.0001526481,0.0001059659,0.000004778737,0.0004884408,0.0001545817,0.000005099453,0.0000630705,0.0001027402,0.0001227921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983514,0.0001415372,0.00002266671,0.0005570757,0.00007153119,0.0008207558,0.00001642406,0.00000957939,0.000009026385],"genre_scores_gemma":[0.9988078,0.00006779098,0.0004690632,0.00002130245,0.0005612947,2.037862e-7,0.00003804829,0.00001416466,0.00002033671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01148312,"threshold_uncertainty_score":0.5435086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735042767430274,"score_gpt":0.3548960063960105,"score_spread":0.3175455787217077,"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."}}