{"id":"W4385381919","doi":"10.1007/s00467-023-06101-x","title":"Yield of diagnostic testing in evaluating etiology and end organ effects of pediatric hypertension","year":2023,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Secondary hypertension; Overweight; Etiology; Pediatrics; Cohort; Nephrology; Retrospective cohort study; Essential hypertension; Obesity; Internal medicine; Blood pressure","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":[0.006800169,0.0006126372,0.0005530772,0.002726648,0.0004609338,0.001391758,0.0008396343,0.00109276,0.001251589],"category_scores_gemma":[0.04459668,0.0003960361,0.001014938,0.001098458,0.0007437777,0.001631717,0.001079159,0.0009666843,0.000349941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005705489,"about_ca_system_score_gemma":0.001032593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005007192,"about_ca_topic_score_gemma":0.003581519,"domain_scores_codex":[0.9947051,0.002056323,0.0006909295,0.0003967481,0.001513962,0.0006368224],"domain_scores_gemma":[0.9729605,0.0166189,0.003294411,0.00137333,0.00435998,0.001392688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008540526,0.00001758807,0.9971491,0.000008396702,0.0000243816,0.0001441889,0.00006116411,0.00008682469,0.0001299026,0.00003832181,0.00003885378,0.002215923],"study_design_scores_gemma":[0.000006474782,0.0003561735,0.9929772,0.00004137016,0.0001871082,0.001870036,0.0005142516,0.001925739,0.001375078,0.000181369,0.0005561829,0.000009041223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922308,0.001957583,0.0007500897,0.0003324671,0.00003991197,0.00001906622,0.0004270055,0.0000208963,0.004222175],"genre_scores_gemma":[0.9989323,0.000424224,0.0002992454,0.00005798686,0.00003729321,0.000005176979,0.0001207093,0.000004495518,0.0001184702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006800169,"threshold_uncertainty_score":0.03596318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05777082817350007,"score_gpt":0.2949593453651932,"score_spread":0.2371885171916931,"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."}}