{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1129045,0.0008515855,0.002914062,0.00351695,0.006263296,0.01519158,0.005781455,0.01173312,0.008230156],"category_scores_gemma":[0.2747744,0.001458867,0.001225212,0.002145282,0.02293367,0.0252704,0.0204106,0.03779681,0.004577294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00938217,"about_ca_system_score_gemma":0.01698353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008147882,"about_ca_topic_score_gemma":0.008292885,"domain_scores_codex":[0.8815966,0.07258602,0.0117985,0.007986884,0.02186747,0.004164561],"domain_scores_gemma":[0.6293918,0.2834289,0.01710521,0.01375479,0.03191596,0.02440326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000249734,0.000210719,0.01526713,0.004106186,0.0002357235,0.008158796,0.05887761,0.0004889406,0.001063062,0.1029418,0.5105624,0.2978379],"study_design_scores_gemma":[0.0001174367,0.0003329845,0.008826258,0.01643273,0.0001337129,0.0269892,0.03947103,0.001382463,0.0003801428,0.256788,0.6486945,0.0004513929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003149735,0.020261,0.005734262,0.9582192,0.007742486,0.00004289836,0.00005894403,0.0001122479,0.004679188],"genre_scores_gemma":[0.1581984,0.04429726,0.0272129,0.7192556,0.04740775,0.0002849665,0.0002797778,0.0004927696,0.002570696],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1129045,"threshold_uncertainty_score":0.5971034,"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."}}