{"id":"W4413870422","doi":"10.1093/ajh/hpaf163","title":"Is It Time to Retire Aldosterone Suppression Testing?","year":2025,"lang":"en","type":"article","venue":"American Journal of Hypertension","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; BC Children's Hospital; Children's & Women's Health Centre of British Columbia; University of Calgary","funders":"","keywords":"Medicine; Primary aldosteronism; Confirmatory factor analysis; Internal medicine; Aldosterone; Statistics; Structural equation modeling","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002661285,0.0001575824,0.0006318364,0.000375434,0.00008990517,0.00001740914,0.0001082231,0.00005434394,0.0002484542],"category_scores_gemma":[0.0006268837,0.0001101594,0.0001421802,0.0006692056,0.00009627461,0.0001043073,0.00006731982,0.0002353691,0.000244564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007093755,"about_ca_system_score_gemma":0.0001903143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001862664,"about_ca_topic_score_gemma":3.089381e-7,"domain_scores_codex":[0.9985681,0.00006136361,0.0005025513,0.0001942633,0.0004655734,0.000208186],"domain_scores_gemma":[0.9981334,0.0001633075,0.0002453992,0.0002444326,0.000927526,0.0002859011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001319758,0.0001841812,0.001690773,0.00001557568,0.00008586982,0.0004454483,0.0001524627,0.00002131012,0.4725444,0.000006508302,0.2916375,0.2318963],"study_design_scores_gemma":[0.006970064,0.01248326,0.2629772,0.006639602,0.001189369,0.01021484,0.001458144,0.008935714,0.04760281,0.0001633055,0.6406496,0.0007161642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129831,0.0002670871,0.0002229527,0.08301235,0.0001619461,0.0001667542,0.000001506531,0.00002284238,0.003161471],"genre_scores_gemma":[0.9576463,0.00003438738,0.007155675,0.02976272,0.0001242782,9.36262e-7,0.000002358684,0.0000186231,0.005254706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4249416,"threshold_uncertainty_score":0.4492169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04146204544661861,"score_gpt":0.2998797467473222,"score_spread":0.2584177013007035,"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."}}