{"id":"W1912795550","doi":"10.1373/clinchem.2015.242990","title":"A Renin-ssance in Primary Aldosteronism Testing: Obstacles and Opportunities for Screening, Diagnosis, and Management","year":2015,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; University Health Network; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Primary aldosteronism; Medicine; Primary care; Renin–angiotensin system; Diagnostic test; Screening test; Intensive care medicine; Endocrinology; Pediatrics; Aldosterone; 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":[0.01781627,0.0005298405,0.001014558,0.002081244,0.001515048,0.005787463,0.001644374,0.002585104,0.003985087],"category_scores_gemma":[0.08512203,0.0003902164,0.0004160786,0.0008641177,0.002765771,0.00316581,0.001704349,0.004738314,0.002012886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009648412,"about_ca_system_score_gemma":0.004631822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002356524,"about_ca_topic_score_gemma":0.002952035,"domain_scores_codex":[0.9831581,0.006639855,0.001745691,0.000862947,0.006778739,0.0008146442],"domain_scores_gemma":[0.9051472,0.0526124,0.006632812,0.003212559,0.02524614,0.007148928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006640893,0.001008185,0.3999498,0.001268667,0.0001540691,0.01282619,0.001946844,0.0005045172,0.005256709,0.008943521,0.1045467,0.4629307],"study_design_scores_gemma":[0.0004673683,0.003027357,0.340401,0.01128603,0.0007308653,0.1018598,0.01522164,0.01347704,0.01478761,0.07253292,0.4257727,0.0004356661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2395296,0.1505657,0.02103401,0.5071951,0.01450328,0.0003202768,0.0004147581,0.0007063924,0.06573091],"genre_scores_gemma":[0.876829,0.05222159,0.02094729,0.02454935,0.01775805,0.00007211696,0.0002836204,0.0001689595,0.007169981],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01781627,"threshold_uncertainty_score":0.09422255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.392266506176179,"score_gpt":0.387454753356396,"score_spread":0.004811752819783022,"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."}}