{"id":"W3129415548","doi":"10.1001/jamacardio.2021.0038","title":"Screening for Atrial Fibrillation in the Older Population","year":2021,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center; Manna Research; Population Health Research Institute; McMaster University; Women's College Hospital; Libin Cardiovascular Institute of Alberta; Glenrose Rehabilitation Hospital; University of Calgary; Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Interquartile range; Atrial fibrillation; Stroke (engine); Asymptomatic; Internal medicine; Blood pressure; Randomized controlled trial; Population; Pediatrics; Emergency medicine; Physical therapy; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002535074,0.0003588362,0.0007163102,0.0004350487,0.0004454861,0.0005075323,0.0003153467,0.0009753759,0.001663818],"category_scores_gemma":[0.005416781,0.0001926741,0.0006472188,0.0005768149,0.0003180135,0.0004196573,0.0004287084,0.0005930555,0.0002515257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002376163,"about_ca_system_score_gemma":0.0007433741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001769065,"about_ca_topic_score_gemma":0.002609027,"domain_scores_codex":[0.9984769,0.0007122,0.0001786988,0.0002091027,0.0003076047,0.0001154975],"domain_scores_gemma":[0.9985073,0.0003305707,0.0005773333,0.00008339832,0.0001449346,0.0003564151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01305831,0.004406174,0.8234131,0.001348805,0.001334199,0.0002117093,0.000340541,0.0003031211,0.00189132,0.0001481472,0.004849647,0.148695],"study_design_scores_gemma":[0.006900151,0.01616312,0.9709889,0.0005055573,0.0009914868,0.0003080165,0.00015115,0.0003616393,0.0002718726,0.0001797899,0.003163332,0.00001488765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824116,0.01202247,0.0003013504,0.001318607,0.0002923622,0.0005149957,0.0006356699,0.00002110334,0.002482001],"genre_scores_gemma":[0.9919906,0.003961368,0.0006678035,0.00147642,0.0005757657,0.0005095843,0.0003925745,0.000001933308,0.0004239139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002535074,"threshold_uncertainty_score":0.01340693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0752460040678918,"score_gpt":0.3575968104895265,"score_spread":0.2823508064216347,"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."}}