{"id":"W2956000919","doi":"10.1377/hlthaff.2018.05287","title":"Epidemiological And Health Systems Implications Of Evolving HIV And Hypertension In South Africa And Kenya","year":2019,"lang":"en","type":"article","venue":"Health Affairs","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Epidemiology; Disease; Environmental health; Health care; Human immunodeficiency virus (HIV); Healthcare system; Public health; Disease burden; Chronic disease; Economic growth; Family medicine; Population; Nursing; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001530188,0.0001063575,0.0006396783,0.000228561,0.0000849373,0.00001853785,0.00004906172,0.00008364109,0.00001377889],"category_scores_gemma":[0.0002164721,0.00009378876,0.00002367235,0.0001519763,0.00006530595,0.00007856596,0.00004867019,0.0001217803,0.00001571074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006206877,"about_ca_system_score_gemma":0.00006051128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003100117,"about_ca_topic_score_gemma":0.0000209871,"domain_scores_codex":[0.9986185,0.00007968448,0.000648925,0.0003059779,0.00002088221,0.0003259748],"domain_scores_gemma":[0.9989702,0.0002629414,0.0003534867,0.0001819233,0.00001380678,0.0002176631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002932362,0.00004407708,0.9653406,0.0004980117,0.000008710643,5.707726e-7,0.00365171,0.00001595909,0.00001346965,0.02643408,0.002690773,0.001272779],"study_design_scores_gemma":[0.0006298275,0.0003347792,0.9836444,0.0001451832,0.000001261169,0.00001951215,0.003707045,0.005613835,4.453276e-7,0.00134731,0.004418588,0.0001378764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8965153,0.08217451,0.0003142169,0.01659536,0.0001047419,0.0007575914,0.0001789647,0.00002760991,0.003331766],"genre_scores_gemma":[0.9959559,0.003111019,0.0004610534,0.0002271209,0.0000189757,0.000009928566,0.000005210565,0.000009845608,0.0002009647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09944063,"threshold_uncertainty_score":0.3824595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07747096716839794,"score_gpt":0.2863057351871707,"score_spread":0.2088347680187728,"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."}}