{"id":"W2772785837","doi":"10.4022/jafib.1551","title":"Baseline Demographics, Safety, and Patient Acceptance of an Insertable Cardiac Monitor for Atrial Fibrillation Screening: The REVEAL-AF Study","year":2017,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Atrial fibrillation; Palpitations; Internal medicine; Stroke (engine); Cardiology; Obstructive sleep apnea; Coronary artery 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":[0.002230555,0.0002194132,0.0008169072,0.000250095,0.000648156,0.000154928,0.0001580227,0.0001332104,0.00001190741],"category_scores_gemma":[0.002260697,0.0001566412,0.0008354677,0.0001851273,0.00009197131,0.0008001409,0.00008744663,0.0001335631,5.952678e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000478937,"about_ca_system_score_gemma":0.00009071931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007600208,"about_ca_topic_score_gemma":0.0000162043,"domain_scores_codex":[0.9972192,0.000273902,0.001362024,0.0002420248,0.0006955938,0.00020728],"domain_scores_gemma":[0.9954634,0.0007191345,0.002419695,0.0005076357,0.0007499097,0.0001402344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01694343,0.000005273554,0.7761401,0.0000586235,0.000702619,0.000002476479,0.0004990828,0.007772077,0.0006098335,0.0001180683,0.0002170693,0.1969314],"study_design_scores_gemma":[0.01271392,0.004688678,0.9275557,0.0001778706,0.001997144,0.00001923608,0.001161778,0.007624466,0.000419614,0.0003529564,0.04299246,0.0002961894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903513,0.001630071,0.001404222,0.002497533,0.001821363,0.002190987,0.00003301609,0.00001647293,0.00005508344],"genre_scores_gemma":[0.9802727,0.0006846532,0.003890424,0.00001352035,0.01498391,2.837897e-7,0.00002437888,0.0000309403,0.0000992134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1966352,"threshold_uncertainty_score":0.6387642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05300614014602517,"score_gpt":0.3486637718330911,"score_spread":0.2956576316870659,"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."}}