{"id":"W3005664000","doi":"10.1016/j.jacep.2019.10.023","title":"Getting in Contact With Atrial Fibrillation or Not","year":2020,"lang":"en","type":"letter","venue":"JACC. Clinical electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center","funders":"National Institutes of Health; Biosense Webster; Biotronik; Bayer Fund; University of California; American College of Cardiology Foundation; Stanford University; National Heart, Lung, and Blood Institute; Medtronic; Abbott Laboratories","keywords":"Atrial fibrillation; Cardiology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00219365,0.0006588211,0.0009396055,0.0009119228,0.004946882,0.003729197,0.001209934,0.0429941,0.01986181],"category_scores_gemma":[0.01968114,0.0005275991,0.001094109,0.0007787807,0.002061083,0.003809225,0.00133523,0.02604309,0.01309204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003737522,"about_ca_system_score_gemma":0.003979744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01332692,"about_ca_topic_score_gemma":0.0227078,"domain_scores_codex":[0.997547,0.0006995694,0.0003059368,0.000317525,0.0006005578,0.0005293615],"domain_scores_gemma":[0.9925789,0.003273553,0.0004215345,0.0001907554,0.00113344,0.002401708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000562159,0.00005263282,0.001833325,0.00002677575,0.00000992105,0.002402911,0.0001662979,0.000023645,0.0001339016,0.001874022,0.9844611,0.008959124],"study_design_scores_gemma":[0.0003056798,0.0001988761,0.00992967,0.001157651,0.00008272941,0.01348366,0.00237975,0.001226659,0.0003931904,0.02116125,0.9495384,0.0001423991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006861562,0.0005277291,0.00003907114,0.9802142,0.00949264,0.00001102682,0.00009476906,0.00001907889,0.00891524],"genre_scores_gemma":[0.006265826,0.0008882894,0.0001339575,0.9491639,0.03147195,0.00003175046,0.00006407429,0.00002869239,0.01195151],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0429941,"threshold_uncertainty_score":0.0664444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085673032620354,"score_gpt":0.3949588654217751,"score_spread":0.2863915621597398,"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."}}