{"id":"W4411160198","doi":"10.1093/ejendo/lvaf117","title":"Expert Consensus on the Primary Aldosteronism Severity Classification and its strategic application in indicating adrenal venous sampling","year":2025,"lang":"en","type":"article","venue":"European Journal of Endocrinology","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke","funders":"National Medical Research Council; Medical Research Council; HORIZON EUROPE Framework Programme; Else Kröner-Fresenius-Stiftung; Fundação de Amparo à Pesquisa do Estado de São Paulo; Ministry of Health, Labour and Welfare; Deutsche Forschungsgemeinschaft; Universität Zürich; Japan Agency for Medical Research and Development; European Commission; National Center for Global Health and Medicine","keywords":"Primary aldosteronism; Medicine; Aldosterone; Internal medicine; Basal (medicine)","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":[0.0003962497,0.00008325335,0.0001982092,0.0001848142,0.00007806953,0.00001208162,0.00008028479,0.00002448716,0.000006396368],"category_scores_gemma":[0.0001315636,0.00005777829,0.0000332298,0.0001089888,0.00006493438,0.000020845,0.00003146545,0.0003531839,0.000008919747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006618896,"about_ca_system_score_gemma":0.00009518075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000237958,"about_ca_topic_score_gemma":0.000001360849,"domain_scores_codex":[0.9989482,0.0002795446,0.0003890189,0.0001275187,0.0001186166,0.0001371187],"domain_scores_gemma":[0.9993129,0.0001887313,0.0002256825,0.0001191497,0.0001074235,0.00004607247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001565483,0.0007372647,0.008240405,0.00009564857,0.0001983401,0.001060673,0.001279133,0.00007988999,0.639881,0.05327808,0.0005189964,0.2930651],"study_design_scores_gemma":[0.002497692,0.0006836376,0.9790357,0.0002934422,0.00004891616,0.002385473,0.0008204257,0.001466681,0.002068101,0.0004696643,0.01012438,0.0001058205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785287,0.001213365,0.0002791709,0.01318121,0.0000696491,0.0001627422,6.872958e-7,0.000009872856,0.006554643],"genre_scores_gemma":[0.9975244,0.0002592778,0.000467669,0.001606525,0.00007812736,0.000001901693,0.000003228164,0.000008482584,0.0000503196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9707953,"threshold_uncertainty_score":0.235613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08643529822308929,"score_gpt":0.313811759667231,"score_spread":0.2273764614441417,"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."}}