{"id":"W4321765558","doi":"10.1093/ajh/hpad022","title":"Screening for Primary Aldosteronism Among Hypertensive Adults with Obstructive Sleep Apnea: A Retrospective Population-Based Study","year":2023,"lang":"en","type":"article","venue":"American Journal of Hypertension","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; University of Calgary; Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; National Institutes of Health; Fonds de recherche du Québec; Kidney Foundation of Canada; University of Ottawa; Institute of Nutrition, Metabolism and Diabetes; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Heart and Stroke Foundation of Canada","keywords":"Medicine; Primary aldosteronism; Internal medicine; Retrospective cohort study; Population; Obstructive sleep apnea; Blood pressure","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000367902,0.0003056157,0.00119313,0.0006016915,0.0002452845,0.0000288948,0.0001124743,0.00007034423,0.000004561529],"category_scores_gemma":[0.0003303718,0.0002108443,0.0002625691,0.0008823733,0.0001651502,0.0002811543,0.00003530594,0.000339912,0.000008477084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933085,"about_ca_system_score_gemma":0.000141738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002211499,"about_ca_topic_score_gemma":0.00002635451,"domain_scores_codex":[0.9975621,0.0001082421,0.0006390017,0.0004041819,0.0009118551,0.0003746256],"domain_scores_gemma":[0.9964091,0.0003121186,0.0007684935,0.0002820933,0.001930078,0.0002980869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01887505,0.000774484,0.8403047,0.00005839092,0.0009803809,0.002461458,0.001414334,0.001507818,0.005990907,0.00001774224,0.0003476296,0.1272671],"study_design_scores_gemma":[0.007696148,0.009609472,0.964,0.0003609224,0.0005871521,0.0007255239,0.00746807,0.00910338,0.0001291455,0.000025358,0.0000492881,0.0002454945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995354,0.00006791022,0.001720891,0.001529529,0.00015903,0.001056381,0.000009005744,0.00008002551,0.00002324951],"genre_scores_gemma":[0.9923102,0.00000776032,0.006156979,0.001084337,0.000232042,0.00002209817,0.0000634332,0.00007802658,0.00004509937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1270216,"threshold_uncertainty_score":0.859798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946355915909753,"score_gpt":0.2512739190233257,"score_spread":0.2318103598642282,"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."}}