{"id":"W4389180807","doi":"10.1161/circulationaha.123.066389","title":"Subclinical Primary Aldosteronism and Cardiovascular Health: A Population-Based Cohort Study","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Institut universitaire de cardiologie et de pneumologie de Québec; University of Calgary; Hôpital du Sacré-Cœur de Montréal; Université Laval; Canadian Electricity Association; University of Ottawa","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; GlaxoSmithKline; AstraZeneca","keywords":"Primary aldosteronism; Medicine; Internal medicine; Cardiology; Left ventricular hypertrophy; Arterial stiffness; Subclinical infection; Pulse wave velocity; Aldosterone; Hypertensive heart disease; Blood pressure; Population; Odds ratio; Heart failure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008967401,0.0001040693,0.0003951879,0.0001692851,0.0001410227,0.00001934194,0.00002275779,0.00007605598,0.00001935471],"category_scores_gemma":[0.0001122846,0.00009673855,0.0001284458,0.0002929213,0.00001994766,0.00006122065,0.00001807824,0.00009790016,0.00004070695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010434,"about_ca_system_score_gemma":0.0001099886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000165316,"about_ca_topic_score_gemma":0.00001079976,"domain_scores_codex":[0.9985437,0.0001164946,0.0003338515,0.0003264792,0.0005213419,0.0001580823],"domain_scores_gemma":[0.9993084,0.00008093339,0.00005866305,0.0003190955,0.00008694044,0.0001459315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003795452,0.00007446836,0.9718887,0.00003695677,0.00009746984,0.00002104739,0.00007368378,0.0006750728,0.00009128208,0.00002783034,0.0001125331,0.02686298],"study_design_scores_gemma":[0.001725418,0.0001013451,0.9798374,0.00003078613,0.0001240991,0.00001763995,0.00004438937,0.01725677,0.000001674945,0.00004603871,0.0007301353,0.00008434141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959443,0.000359421,0.0004360633,0.001635441,0.0001031365,0.001227441,0.000002357071,0.0001851033,0.0001067334],"genre_scores_gemma":[0.9986537,0.00002471754,0.000101831,0.0006838738,0.0001035724,0.0000303805,0.0003379117,0.00002157519,0.00004243704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02677864,"threshold_uncertainty_score":0.3944883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05068302040497599,"score_gpt":0.316484619670198,"score_spread":0.265801599265222,"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."}}