{"id":"W3036547154","doi":"10.1161/circresaha.120.316363","title":"Molecular Basis of Atrial Fibrillation Pathophysiology and Therapy","year":2020,"lang":"en","type":"review","venue":"Circulation Research","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":430,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Montreal Heart Institute","funders":"Canadian Institutes of Health Research; National Heart, Lung, and Blood Institute; ZonMw","keywords":"Atrial fibrillation; Pathophysiology; Cardiology; Medicine; Internal medicine; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006024932,0.0001902981,0.001212069,0.0005002786,0.00007143851,0.00002587315,0.00007524688,0.0002790942,0.0001130451],"category_scores_gemma":[0.000523657,0.0001560968,0.0005789368,0.0008243066,0.0001159747,0.00005446664,0.00009606755,0.0002642355,0.00004201048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005729515,"about_ca_system_score_gemma":0.0002382053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001243142,"about_ca_topic_score_gemma":1.640275e-7,"domain_scores_codex":[0.9977316,0.0005506055,0.0005657481,0.0003885767,0.0005658792,0.000197608],"domain_scores_gemma":[0.9985921,0.0005339074,0.0002285642,0.0002969943,0.0002426991,0.0001057708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007286647,0.000001185533,0.001155413,0.003774474,0.0002303242,0.000009566653,0.00002853018,0.00003975874,0.00006284634,0.0006663408,0.00005060066,0.9939081],"study_design_scores_gemma":[0.0007853832,0.0001664643,0.001909294,0.0009866618,0.0002870677,0.000005500895,0.00001127431,0.000529491,0.000006623181,0.0004891629,0.9946762,0.000146927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001154162,0.9960772,0.00006559493,0.0004205934,0.00008966495,0.001767906,0.000009151899,0.00002897419,0.0003867874],"genre_scores_gemma":[0.003093777,0.9953093,0.00009066183,0.00001376996,0.001180752,0.000003610243,0.0002068907,0.00003892231,0.00006231768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9946256,"threshold_uncertainty_score":0.6365443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2759612179680485,"score_gpt":0.480209069381452,"score_spread":0.2042478514134035,"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."}}