{"id":"W2886678431","doi":"10.1161/circulationaha.115.018614","title":"Atrial Fibrillation Begets Heart Failure and Vice Versa","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":867,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institutes of Health; National Heart, Lung, and Blood Institute; School of Medicine, Boston University; Doris Duke Charitable Foundation","keywords":"Medicine; Ejection fraction; Hazard ratio; Cardiology; Internal medicine; Heart failure; Atrial fibrillation; Framingham Heart Study; Confidence interval; Proportional hazards model; Framingham Risk Score; Disease","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":[0.0001185034,0.00007786043,0.0001373077,0.000087742,0.00006635657,0.00001756078,0.00001309187,0.00006990007,0.0001292041],"category_scores_gemma":[0.0001361193,0.00005692513,0.00009115059,0.0001036061,0.00002331568,0.0002088582,0.0000167821,0.00002244979,0.00009998662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004865627,"about_ca_system_score_gemma":0.00001692501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005599691,"about_ca_topic_score_gemma":0.000003057395,"domain_scores_codex":[0.9993751,0.00002402516,0.0001627517,0.0001692512,0.0001673522,0.0001015213],"domain_scores_gemma":[0.9996104,0.00009796223,0.0000584483,0.0001225779,0.00005311177,0.00005756292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008568724,4.08303e-7,0.9739345,0.00001957857,0.00003070782,7.508966e-7,0.00004238705,0.00005297214,0.01076922,0.00129553,0.0005144225,0.01325384],"study_design_scores_gemma":[0.001765196,0.00002531974,0.9092543,0.00003843238,0.00007913633,0.000008453166,0.00001557913,0.0004195252,0.0002325784,0.0004848388,0.0875923,0.00008431444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800996,0.0001521934,0.002197829,0.01623913,0.0002373108,0.0003734895,0.000001899479,0.00009756993,0.000601035],"genre_scores_gemma":[0.997359,0.00002068886,0.0005373727,0.00007715427,0.001715304,2.743451e-7,0.00001953936,0.00001053822,0.0002600675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08707788,"threshold_uncertainty_score":0.2321339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03452820795657843,"score_gpt":0.2980895906947484,"score_spread":0.26356138273817,"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."}}