{"id":"W4366339206","doi":"10.1503/cmaj.221466","title":"Screening for primary aldosteronism in primary care","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Ottawa Hospital","funders":"","keywords":"Hypokalemia; Primary aldosteronism; Primary care; Medicine; Intensive care medicine; Primary health care; Internal medicine; Aldosterone; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005463991,0.0002189847,0.000432807,0.001077752,0.001452134,0.000829215,0.0004558368,0.0009478724,0.009231464],"category_scores_gemma":[0.002991553,0.0002370681,0.0002614901,0.001109814,0.0004394861,0.0006888916,0.0005836302,0.001263704,0.001064964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352884,"about_ca_system_score_gemma":0.002629481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05416651,"about_ca_topic_score_gemma":0.09434114,"domain_scores_codex":[0.9990643,0.0001597474,0.00007550787,0.0001062019,0.0003957367,0.0001984882],"domain_scores_gemma":[0.9983276,0.0003240735,0.0002821413,0.00003431859,0.0003067415,0.0007252345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001416716,0.000662454,0.8863724,0.0004213638,0.0000418937,0.005727234,0.0004473985,0.00009870286,0.001379255,0.0005043454,0.04129444,0.06290884],"study_design_scores_gemma":[0.00004753678,0.0004157173,0.9759331,0.0009565192,0.00004811805,0.01199754,0.0008293452,0.0003424433,0.0002235582,0.0006034521,0.008574797,0.00002782695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7182769,0.05719681,0.002197417,0.07969885,0.002490047,0.0008516649,0.005001676,0.0004054958,0.1338811],"genre_scores_gemma":[0.9626015,0.01622193,0.002854818,0.01154246,0.002235025,0.0001192542,0.001131015,0.00002394523,0.00327008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05416651,"threshold_uncertainty_score":0.1077024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931420203249472,"score_gpt":0.2599656718152216,"score_spread":0.2406514697827268,"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."}}