{"id":"W4200057701","doi":"10.1093/ajh/hpab195","title":"External Validation of Clinical Prediction Models in Unilateral Primary Aldosteronism","year":2021,"lang":"en","type":"article","venue":"American Journal of Hypertension","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Calgary; Alberta Health Services; University of British Columbia","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Cohort; Calibration; Interquartile range; Primary aldosteronism; Clinical trial; Statistics; Internal medicine; Blood pressure","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09091362,0.001660794,0.001268663,0.001844066,0.0007568921,0.002317316,0.002202986,0.001188521,0.001161866],"category_scores_gemma":[0.1549488,0.0005239334,0.002000594,0.001177959,0.001473803,0.001013071,0.002406589,0.001787797,0.0005084794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500997,"about_ca_system_score_gemma":0.002444925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006706845,"about_ca_topic_score_gemma":0.004138582,"domain_scores_codex":[0.9672067,0.02365907,0.001521809,0.003665171,0.00321301,0.0007341882],"domain_scores_gemma":[0.7928335,0.1650515,0.01273553,0.0126004,0.01472641,0.002052649],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002382313,0.0003634203,0.9272587,0.0001658768,0.001482361,0.0002265715,0.0004690635,0.04330552,0.0004443054,0.0005869613,0.001894466,0.02142041],"study_design_scores_gemma":[0.0004209173,0.001665346,0.3355433,0.000389361,0.000904256,0.001060903,0.0005158343,0.6509365,0.002381538,0.003310329,0.002752243,0.0001194157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974943,0.0008612366,0.0206529,0.0002955835,0.0001072437,0.0002620278,0.0009867777,0.0002057528,0.001685452],"genre_scores_gemma":[0.9948337,0.00007161575,0.003412506,0.0000789473,0.00002430182,0.0000648772,0.00138767,0.00002706135,0.0000992917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9090863,"threshold_uncertainty_score":0.480803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07356150962242669,"score_gpt":0.3181189619392099,"score_spread":0.2445574523167832,"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."}}