{"id":"W4408489331","doi":"10.7759/cureus.80655","title":"Trends in Hypertension Diagnosis and Self-Reported Cases: A Retrospective Analysis of National Health Interview Survey (NHIS) Database","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Windsor","funders":"","keywords":"Medicine; National Health Interview Survey; Family medicine; National database; Database; Environmental health","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":[0.001742396,0.0001568751,0.0002680585,0.00185964,0.0002294087,0.0004305154,0.000390903,0.0002174563,0.0008531786],"category_scores_gemma":[0.003366555,0.0002485003,0.0004668932,0.003363035,0.0001242242,0.0004825819,0.0003710919,0.0004341121,0.0003460414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007253254,"about_ca_system_score_gemma":0.0009831983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03746351,"about_ca_topic_score_gemma":0.04119217,"domain_scores_codex":[0.9984433,0.0003945565,0.0003085977,0.0002768582,0.0004442223,0.0001324139],"domain_scores_gemma":[0.9970778,0.0004553521,0.001309284,0.0002735433,0.0007175711,0.0001664782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000527921,0.00001701575,0.997588,0.00003001787,0.00006752019,0.00002088097,0.00005916174,0.00007484367,0.0001038735,0.00002614458,0.0008138737,0.001145874],"study_design_scores_gemma":[0.000003658798,0.00002497925,0.9986168,0.00001088303,0.00002537122,0.00009053769,0.0001554458,0.0003696686,0.00008052513,0.00001291245,0.0006053497,0.000003805865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8951765,0.0005573083,0.001341634,0.0001651778,0.0000247924,0.0001692548,0.1004737,0.00005598399,0.002035659],"genre_scores_gemma":[0.9354512,0.0004910185,0.001299269,0.0001007847,0.000018,0.0002849089,0.06184294,0.00001310977,0.0004989129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03746351,"threshold_uncertainty_score":0.0744909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228194791194694,"score_gpt":0.3807393787824301,"score_spread":0.2579198996629607,"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."}}