{"id":"W4384106248","doi":"10.1210/endrev/bnad024","title":"Biomarkers to Guide Medical Therapy in Primary Aldosteronism","year":2023,"lang":"en","type":"article","venue":"Endocrine Reviews","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; National Institutes of Health; Institute of Nutrition, Metabolism and Diabetes; National Heart, Lung, and Blood Institute; Heart and Stroke Foundation of Canada; Duke University; American Heart Association","keywords":"Primary aldosteronism; Medicine; Hypokalemia; Adrenalectomy; Blood pressure; Adverse effect; Aldosterone; Endocrine system; Internal medicine; Urology; Hyperaldosteronism; Intensive care medicine; Endocrinology; Bioinformatics; Hormone","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00220435,0.0007928016,0.001484951,0.001376475,0.000310056,0.001754462,0.000800725,0.002078639,0.002704229],"category_scores_gemma":[0.005815696,0.000224994,0.0006796243,0.0007747004,0.000818846,0.001882835,0.0008700329,0.003626848,0.001945638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007573355,"about_ca_system_score_gemma":0.001328789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002894,"about_ca_topic_score_gemma":0.001593,"domain_scores_codex":[0.9988692,0.0004781557,0.000214094,0.00009228624,0.0002918239,0.00005433212],"domain_scores_gemma":[0.9976342,0.001394247,0.0002398192,0.00005247684,0.0005860944,0.00009310756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002369651,0.0001336067,0.002549123,0.008475389,0.0002256531,0.001039468,0.0002651135,0.0005504044,0.002535353,0.01586371,0.09739873,0.8707264],"study_design_scores_gemma":[0.00004444358,0.0002214844,0.002772088,0.009346448,0.0002321426,0.003022952,0.0003124604,0.000350549,0.001223487,0.01420994,0.968215,0.0000490296],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004664853,0.9804982,0.002066702,0.01218396,0.001782045,0.00001770666,0.00005854793,0.00003930913,0.002887039],"genre_scores_gemma":[0.008879185,0.9700658,0.006317565,0.007908019,0.003940733,0.00005581247,0.0001539774,0.00002389073,0.002655008],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002704229,"threshold_uncertainty_score":0.01165783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06326111674677817,"score_gpt":0.3712721170211457,"score_spread":0.3080110002743675,"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."}}