{"id":"W1975264966","doi":"10.1016/j.clinbiochem.2015.01.003","title":"Laboratory challenges in primary aldosteronism screening and diagnosis","year":2015,"lang":"en","type":"review","venue":"Clinical Biochemistry","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia; Canada Research Chairs; University of Toronto; McMaster University","funders":"","keywords":"Primary aldosteronism; Standardization; Strengths and weaknesses; Aldosterone; Medicine; Gold standard (test); Hyperaldosteronism; Medical physics; Computer science; Internal medicine; Psychology","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":[0.001773638,0.001038875,0.002457127,0.003164574,0.0003943838,0.00216617,0.001123373,0.001798155,0.003010805],"category_scores_gemma":[0.005376665,0.0004873027,0.0008713437,0.002548513,0.0008203122,0.002654458,0.001390249,0.002802395,0.001317624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008254695,"about_ca_system_score_gemma":0.002277056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608661,"about_ca_topic_score_gemma":0.003157964,"domain_scores_codex":[0.9990321,0.0002380959,0.0002219961,0.0001433451,0.0003009519,0.00006352208],"domain_scores_gemma":[0.9965835,0.002251199,0.0003778852,0.00005592811,0.0005996437,0.0001319012],"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":[0.00008970191,0.00006201801,0.001239485,0.02077213,0.0001811705,0.0008064177,0.0001180149,0.0004124285,0.0005119396,0.002980851,0.04317184,0.9296541],"study_design_scores_gemma":[0.00004856262,0.0001156775,0.00246988,0.02347378,0.0006345189,0.007929584,0.00027595,0.0003713097,0.0004041915,0.005850855,0.9583405,0.00008530421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006392467,0.9984175,0.0001783414,0.0006441685,0.000276712,0.000002168998,0.00001022546,0.000006045145,0.000400946],"genre_scores_gemma":[0.0009470384,0.9965234,0.0003728261,0.0008934067,0.0009665532,0.000005233707,0.00003447796,0.000002285155,0.0002546709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003164574,"threshold_uncertainty_score":0.01007217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3247233358552305,"score_gpt":0.4468355391480639,"score_spread":0.1221122032928334,"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."}}