{"id":"W2050276969","doi":"10.1161/hypertensionaha.109.139279","title":"Validation of a Case Definition to Define Hypertension Using Administrative Data","year":2009,"lang":"en","type":"article","venue":"Hypertension","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":350,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; University of Alberta; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Medical diagnosis; Predictive value; Demography; Pediatrics; Family medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.09129165,0.0006373601,0.0008050017,0.004656074,0.001229392,0.002130204,0.002950984,0.0007946751,0.0005707883],"category_scores_gemma":[0.2427911,0.0005775432,0.0008824592,0.002593224,0.00158838,0.00152846,0.002089267,0.001018024,0.0002733545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001834939,"about_ca_system_score_gemma":0.003441935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01920438,"about_ca_topic_score_gemma":0.0168042,"domain_scores_codex":[0.9194719,0.05514891,0.007085386,0.004229693,0.01266669,0.001397445],"domain_scores_gemma":[0.7560169,0.1539336,0.02543647,0.02978945,0.03299014,0.001833454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004377268,0.0002685034,0.9775571,0.000110721,0.0002131047,0.0001535101,0.001587896,0.001337403,0.0006375967,0.001001725,0.000924557,0.01577022],"study_design_scores_gemma":[0.0003329227,0.001042991,0.9684706,0.0003307035,0.000234085,0.000857994,0.001412468,0.01741337,0.002361069,0.001193509,0.006296209,0.0000540533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458755,0.001234852,0.04275931,0.0006150524,0.0002331679,0.002030146,0.002250768,0.00008873795,0.004912505],"genre_scores_gemma":[0.9665015,0.0002636351,0.02798329,0.000281552,0.0001286985,0.001145653,0.003411139,0.00002957947,0.0002550032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09129165,"threshold_uncertainty_score":0.4828022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3534502446114116,"score_gpt":0.3671515424296171,"score_spread":0.01370129781820545,"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."}}