{"id":"W2031092755","doi":"10.1111/jch.12342","title":"High‐Probability Features of Primary Aldosteronism May Obviate the Need for Confirmatory Testing Without Increasing False‐Positive Diagnoses","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Hypertension","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Javna Agencija za Raziskovalno Dejavnost RS","keywords":"Primary aldosteronism; Medicine; Medical diagnosis; Hypokalemia; Hyperaldosteronism; Retrospective cohort study; Internal medicine; Radiology; Aldosterone","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004956694,0.0001906644,0.001317493,0.00008894093,0.0001492288,0.00002094368,0.0001389734,0.0002248022,0.000006671286],"category_scores_gemma":[0.01641042,0.0001035431,0.0004475589,0.0001162653,0.0003031713,0.0001303469,0.00006367023,0.000536019,0.000002807533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004292474,"about_ca_system_score_gemma":0.000249783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005896646,"about_ca_topic_score_gemma":0.000003914116,"domain_scores_codex":[0.9967451,0.0006171322,0.001630699,0.0002165194,0.0005802455,0.0002102764],"domain_scores_gemma":[0.9871289,0.00902795,0.001283097,0.000307296,0.002007124,0.0002456154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02104542,0.002211123,0.2520249,0.0004954035,0.000717347,0.0001637946,0.0002464275,0.00009992853,0.2056568,0.001727958,0.005624411,0.5099864],"study_design_scores_gemma":[0.00577857,0.001949629,0.9803932,0.000992762,0.0006147493,0.001153634,0.00005150691,0.001069748,0.003803539,0.001141036,0.002920456,0.0001312198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99097,0.0005529698,0.0004871303,0.00673212,0.0004926003,0.0004547989,0.000004910392,0.00001721391,0.0002882197],"genre_scores_gemma":[0.9819559,0.00009108068,0.01273908,0.004404531,0.0007234748,0.000002642823,0.00000723513,0.00002601632,0.00004998096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7283682,"threshold_uncertainty_score":0.9918748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069647163051892,"score_gpt":0.3539463097212963,"score_spread":0.2469815934161071,"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."}}