{"id":"W2096881551","doi":"10.1136/heartjnl-2015-307808","title":"Increasing incidence of non-valvular atrial fibrillation in the UK from 2001 to 2013","year":2015,"lang":"en","type":"article","venue":"Heart","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Incidence (geometry); Atrial fibrillation; Cohort; Population; Epidemiology; Cohort study; Pediatrics; Demography; Internal medicine","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":[0.000839267,0.00006618132,0.000202044,0.00009375657,0.00002068055,0.00001338935,0.00004853188,0.00004318562,0.0001009363],"category_scores_gemma":[0.0005923515,0.00004835018,0.00008037014,0.000264564,0.00001515693,0.00007160394,0.00003842839,0.00004913684,0.0001298142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000344295,"about_ca_system_score_gemma":0.0000558861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006175576,"about_ca_topic_score_gemma":0.0001478678,"domain_scores_codex":[0.9991145,0.00009257193,0.0002408377,0.0001171746,0.000315685,0.000119273],"domain_scores_gemma":[0.9994007,0.0002111523,0.00005083049,0.0002055859,0.00006106809,0.0000707103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003334441,0.000001008006,0.986412,0.000005734005,0.000009702578,0.000002297204,0.0005425251,0.0008263025,0.001329402,0.00002407045,0.0100774,0.0004361502],"study_design_scores_gemma":[0.001117598,0.0001086404,0.9626552,0.00006538381,0.00004023278,0.000005257672,0.0002771323,0.001292307,0.0001315834,0.0001906659,0.03405324,0.00006269394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916853,0.0001584952,0.0002179286,0.006617925,0.0001941098,0.0004685119,0.000002112541,0.00001170995,0.0006438834],"genre_scores_gemma":[0.993888,0.00001551402,0.004212877,0.0003878223,0.001327354,4.590889e-7,0.00001657219,0.000006420066,0.0001450056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02397585,"threshold_uncertainty_score":0.9335665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08738704282685741,"score_gpt":0.365022444243646,"score_spread":0.2776354014167886,"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."}}