{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008994756,0.0002725049,0.0004051051,0.0003421282,0.0002756092,0.0006760971,0.0002189434,0.0005565945,0.00153142],"category_scores_gemma":[0.001827246,0.0002726663,0.0003788907,0.0006498335,0.000230381,0.0007293456,0.0003852956,0.0005537659,0.0003897974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690735,"about_ca_system_score_gemma":0.0002425582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602276,"about_ca_topic_score_gemma":0.001921717,"domain_scores_codex":[0.999592,0.0001035327,0.00006176693,0.00008938895,0.00009238587,0.00006105617],"domain_scores_gemma":[0.9990498,0.0001700173,0.0003669087,0.0001002834,0.00009511676,0.000217799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009141505,0.0001750023,0.997386,0.00001263035,0.00005967733,0.00004720879,0.00007342432,0.00004188966,0.0002745867,0.00002187922,0.0001992871,0.0007941952],"study_design_scores_gemma":[0.00005665808,0.0007740336,0.9983647,0.000004784487,0.00004034142,0.0001801296,0.0001159528,0.0001378002,0.00004400307,0.00001840361,0.000258009,0.000005112272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970382,0.0001332089,0.0001192888,0.00003605245,0.000006399481,0.00005516647,0.001522518,0.000003724659,0.00108539],"genre_scores_gemma":[0.9980409,0.00007862631,0.00006430176,0.00007223638,0.00001743396,0.00006331288,0.001333419,0.000003006427,0.0003268061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001602276,"threshold_uncertainty_score":0.005123138,"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."}}