{"id":"W2140771305","doi":"10.1161/circulationaha.104.506857","title":"Human Atrial Ion Channel and Transporter Subunit Gene-Expression Remodeling Associated With Valvular Heart Disease and Atrial Fibrillation","year":2005,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":252,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"Agence Nationale de la Recherche","keywords":"Atrial fibrillation; Medicine; Sinus rhythm; valvular heart disease; Internal medicine; Ion channel; Phospholamban; Atrium (architecture); Potassium channel; Cardiology; Endocrinology; Heart failure; Receptor","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":[0.00008074296,0.00009071066,0.0001453692,0.0002359517,0.0001158841,0.0001461091,0.00005102132,0.0001768016,0.00140064],"category_scores_gemma":[0.0002315442,0.00005018219,0.0001163568,0.0002099846,0.0001210754,0.00006587928,0.0001037175,0.0001365579,0.0001392288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000726932,"about_ca_system_score_gemma":0.00005125227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001579863,"about_ca_topic_score_gemma":0.0002165746,"domain_scores_codex":[0.9999141,0.00001292401,0.000007330733,0.00003261618,0.0000158049,0.00001728053],"domain_scores_gemma":[0.9998335,0.00005090889,0.00005874522,0.000009377407,0.00001712648,0.00003024908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00164349,0.00007362689,0.5138394,0.00009693795,0.00007661121,0.0008834364,0.000168847,0.0001143668,0.4719248,0.00006997384,0.0002003134,0.01090812],"study_design_scores_gemma":[0.00001818226,0.0002441648,0.9884098,0.000004360164,0.00002539303,0.00250714,0.00007831313,0.0002217608,0.008058506,0.00005540347,0.000374147,0.000002825883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999331,0.0002203916,0.0001218952,0.00001553522,0.000002955649,0.000002763109,0.0001518059,0.000002450978,0.0001511247],"genre_scores_gemma":[0.9991015,0.00007792252,0.0002536747,0.00002337252,0.000007773336,0.000008589925,0.0003551699,0.000001350794,0.0001706935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00140064,"threshold_uncertainty_score":0.00468564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611851501542522,"score_gpt":0.2529135085190907,"score_spread":0.2367949935036655,"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."}}