{"id":"W2743797071","doi":"10.1161/circulationaha.117.028845","title":"Subclinical Atrial Fibrillation in Older Patients","year":2017,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiology; Asymptomatic; Stroke (engine); Subclinical infection; Hazard ratio; Body mass index; Left atrial enlargement; Premature atrial contraction; Confidence interval; Sinus rhythm","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":[0.0001950359,0.00007184917,0.0001691003,0.00009220174,0.0001248403,0.00005179686,0.00004546122,0.00008815269,0.00009913102],"category_scores_gemma":[0.0006596043,0.00006901278,0.0001421059,0.00005240091,0.00002577422,0.0002532208,0.00003116483,0.00005395876,0.00008617724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005690636,"about_ca_system_score_gemma":0.00001928623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002199346,"about_ca_topic_score_gemma":0.000008455561,"domain_scores_codex":[0.9992014,0.00002403969,0.0002897647,0.0001713856,0.0002054654,0.0001079561],"domain_scores_gemma":[0.9993603,0.00005280189,0.0001803282,0.0003026454,0.00006155951,0.00004233277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073755,0.000002518182,0.9826053,0.00001252167,0.000010733,0.000001186533,0.00003617467,0.0003529619,0.00002158157,0.0004252612,0.00004397569,0.01638046],"study_design_scores_gemma":[0.003627663,0.00001825642,0.990125,0.00002686283,0.00003627816,3.216177e-7,0.000004398587,0.004279344,0.000007335524,0.0003466542,0.001455708,0.00007218628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951163,0.00002026368,0.0002169601,0.001222695,0.0005323237,0.0004853124,8.299909e-7,0.00003134939,0.002373972],"genre_scores_gemma":[0.9981903,0.000009778949,0.0001190853,0.00003498269,0.001372353,3.460441e-7,0.00008360099,0.000009869064,0.0001796134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01630827,"threshold_uncertainty_score":0.2814259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08609742038034006,"score_gpt":0.3776797087611721,"score_spread":0.291582288380832,"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."}}