{"id":"W2032062645","doi":"10.1111/cen.12798","title":"Primary Aldosteronism: unnecessary complexity in definition and diagnosis as a barrier to wider clinical care","year":2015,"lang":"en","type":"article","venue":"Clinical Endocrinology","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Primary aldosteronism; Primary care; Medicine; Endocrinology; Internal medicine; Aldosterone; Intensive care medicine; Family 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":[0.0004479105,0.0001606045,0.0007628782,0.0001291891,0.00004192755,0.00001121138,0.00008364505,0.000264088,0.0001018839],"category_scores_gemma":[0.002846219,0.000138134,0.0001244112,0.0001286988,0.0004549142,0.00006387222,0.0002203036,0.0005197804,0.0002880344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000793474,"about_ca_system_score_gemma":0.0002739848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001026039,"about_ca_topic_score_gemma":0.0001818737,"domain_scores_codex":[0.9976218,0.0003806214,0.0009194647,0.0005188246,0.0002134429,0.0003457885],"domain_scores_gemma":[0.9978435,0.0008768378,0.00008751213,0.0003143655,0.0002118235,0.0006659416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001254956,0.0003940061,0.8539361,0.00003001038,0.00003911087,0.0006858032,0.000194121,0.000001196113,0.00001938925,0.002618025,0.004458923,0.1363684],"study_design_scores_gemma":[0.005876255,0.002024261,0.8916574,0.00006613693,0.00006994812,0.000325024,0.0003620038,0.00003815063,0.00002426841,0.002909201,0.09649701,0.0001503529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748949,0.00110971,0.00002853115,0.0165861,0.00042928,0.0004170767,0.000008908082,0.00005667076,0.006468772],"genre_scores_gemma":[0.9730252,0.0007097645,0.002345023,0.02339857,0.0002580115,0.00004651176,0.00006922045,0.000020104,0.0001275894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.136218,"threshold_uncertainty_score":0.5632939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3206385697711859,"score_gpt":0.4433840724753437,"score_spread":0.1227455027041578,"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."}}