{"id":"W4231527925","doi":"10.1093/europace/euy046","title":"European Heart Rhythm Association (EHRA)/Heart Rhythm Society (HRS)/Asia Pacific Heart Rhythm Society (APHRS)/Latin American Heart Rhythm Society (LAHRS) expert consensus on arrhythmias and cognitive function: what is the best practice?","year":2018,"lang":"en","type":"article","venue":"EP Europace","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Heart Rhythm; Rhythm; Internal medicine; Cardiology; 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":[0.1040428,0.001240042,0.008163492,0.00343396,0.001484576,0.007134093,0.005177438,0.004052384,0.005599502],"category_scores_gemma":[0.1267838,0.001005482,0.007364424,0.004609992,0.001734399,0.005050302,0.003795031,0.006977814,0.001209371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629694,"about_ca_system_score_gemma":0.009389644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01389954,"about_ca_topic_score_gemma":0.03724447,"domain_scores_codex":[0.9555635,0.02049697,0.01407901,0.002460155,0.006365928,0.00103445],"domain_scores_gemma":[0.8522224,0.08562525,0.01562688,0.01034748,0.03179726,0.004380704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006203456,0.0006449224,0.1148075,0.074111,0.06126979,0.0003240508,0.00167048,0.0007031683,0.0005387357,0.005800224,0.149103,0.5848237],"study_design_scores_gemma":[0.01202412,0.002200535,0.3031864,0.2536357,0.09745791,0.0007011176,0.004093004,0.001061656,0.0011886,0.02154581,0.3023021,0.0006029998],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02265128,0.7621533,0.009493616,0.1557975,0.01246846,0.001638239,0.01254894,0.0002131045,0.02303553],"genre_scores_gemma":[0.3049523,0.4913096,0.06973173,0.09002416,0.01582292,0.005016169,0.01814206,0.0003570076,0.004644129],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1040428,"threshold_uncertainty_score":0.5502376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03225852286389677,"score_gpt":0.2923580072991347,"score_spread":0.260099484435238,"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."}}