{"id":"W4311510544","doi":"10.3390/cells11244047","title":"Mechanisms and Management of Thyroid Disease and Atrial Fibrillation: Impact of Atrial Electrical Remodeling and Cardiac Fibrosis","year":2022,"lang":"en","type":"review","venue":"Cells","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Montreal Heart Institute","funders":"Canadian Institutes of Health Research; Fondation Institut de Cardiologie de Montréal; Institut de Cardiologie de Montréal; Canada Foundation for Innovation","keywords":"Atrial fibrillation; Medicine; Thyroid; Internal medicine; Endocrine system; Hormone; Context (archaeology); Atrial natriuretic peptide; Fibrosis; Endocrinology; Triiodothyronine; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003897489,0.0003173465,0.001698514,0.0002609183,0.00007564027,0.00002451426,0.00005812894,0.0001226711,0.00008899197],"category_scores_gemma":[0.00004433583,0.0002545627,0.001182688,0.0003119024,0.00005147418,0.00005736986,0.0002624347,0.0001220243,0.000001155962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008061718,"about_ca_system_score_gemma":0.00009937514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001446729,"about_ca_topic_score_gemma":6.073443e-8,"domain_scores_codex":[0.9981605,0.0001469867,0.0007104019,0.0004146843,0.0003749217,0.0001924857],"domain_scores_gemma":[0.9987386,0.0003289795,0.0004361032,0.0002812263,0.00002969073,0.0001853543],"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":[0.0009285081,0.000002693818,0.0005825365,0.02042089,0.002181443,0.00001285065,0.0000403818,0.0001433081,0.00003301063,0.001186275,0.0002171189,0.974251],"study_design_scores_gemma":[0.003996081,0.001119826,0.001038002,0.003435572,0.02651614,0.000009381974,0.00003966374,0.001193757,0.000006538927,0.0005674651,0.9613752,0.0007023543],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00118905,0.9963455,0.0001050604,0.00002564343,0.000258465,0.001827859,0.0001031354,0.00002054623,0.0001247843],"genre_scores_gemma":[0.0005301667,0.9969024,0.001111586,0.000001764022,0.0008940828,0.000001747922,0.0001404985,0.0000383754,0.0003793455],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9735487,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06216128089960445,"score_gpt":0.3513283147647716,"score_spread":0.2891670338651671,"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."}}