{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087653,0.0003421514,0.0004118546,0.0009628343,0.0009675527,0.0007880428,0.0006101575,0.0005002198,0.0008105484],"category_scores_gemma":[0.002430141,0.0006157491,0.000688362,0.00213147,0.0005148957,0.000506515,0.0006170733,0.0006020688,0.0001907339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001446999,"about_ca_system_score_gemma":0.002283874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.196514,"about_ca_topic_score_gemma":0.2486957,"domain_scores_codex":[0.9988509,0.0001806301,0.0001508845,0.0003117415,0.0003390761,0.0001667495],"domain_scores_gemma":[0.9977117,0.0002419781,0.0009454411,0.0002947707,0.000431206,0.0003749482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002045038,0.00001399454,0.9996215,0.000005173688,0.00002978499,0.00002497593,0.00004761303,0.00000851902,0.00004779414,0.00000459921,0.00004277397,0.0001326847],"study_design_scores_gemma":[0.000007261997,0.00006440111,0.9993266,0.00000653999,0.00003905711,0.000136887,0.0001753309,0.00009781451,0.00001926835,0.000005991094,0.0001173254,0.000003497021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981897,0.000186221,0.0001308435,0.00003589108,0.000005632582,0.00004617477,0.001038931,0.000005081291,0.0003614769],"genre_scores_gemma":[0.9990553,0.0001176911,0.0001104374,0.00005331816,0.000007121411,0.00002619392,0.0005552352,0.00000143883,0.00007330172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.196514,"threshold_uncertainty_score":0.3907403,"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."}}