{"id":"W4410084814","doi":"10.7326/annals-24-03153","title":"Confirmatory Testing for Primary Aldosteronism","year":2025,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Calgary Laboratory Services; Ottawa Hospital; University of Ottawa; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Primary aldosteronism; Internal medicine; Aldosterone","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007672733,0.0007890404,0.0008720435,0.001383814,0.0003259876,0.0006004897,0.0006626759,0.0006574268,0.001780001],"category_scores_gemma":[0.01703444,0.0002695868,0.0005304418,0.00050655,0.0005580282,0.0003373393,0.0003747153,0.0006032294,0.0007880548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004858051,"about_ca_system_score_gemma":0.0008952871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070828,"about_ca_topic_score_gemma":0.001209,"domain_scores_codex":[0.9943809,0.002196376,0.0006946929,0.0006792469,0.001792724,0.0002561915],"domain_scores_gemma":[0.9820729,0.007505026,0.004651106,0.001155391,0.003602654,0.001012749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006093413,0.0003762465,0.9353924,0.0005938821,0.0003126454,0.001957885,0.0002661454,0.0003203674,0.02150112,0.0001363578,0.002663177,0.0303864],"study_design_scores_gemma":[0.001197164,0.01013573,0.9098529,0.0006867486,0.0007475089,0.02456148,0.0004222475,0.004260325,0.04028368,0.0005498137,0.007222453,0.00007999644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738133,0.009680044,0.007343672,0.000944936,0.0002784778,0.0006434765,0.0009428957,0.0002506232,0.006102658],"genre_scores_gemma":[0.993791,0.0006158045,0.004196382,0.0005601609,0.0001235145,0.00007361158,0.0003645217,0.00001376343,0.0002610479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007672733,"threshold_uncertainty_score":0.04057777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09898599199040914,"score_gpt":0.3771056601956609,"score_spread":0.2781196682052517,"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."}}