{"id":"W3199471314","doi":"10.1136/bmjopen-2020-047777","title":"Multimorbidity and mortality in an older, rural black South African population cohort with high prevalence of HIV findings from the HAALSI Study","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Fogarty International Center; National Institute on Aging; National Institutes of Health; NIHR Newcastle Biomedical Research Centre; Australian National University; National Institute for Health and Care Research; Department of Science and Innovation, South Africa; Australian Research Council; Wellcome Trust; Medical Research Council; Department of Science and Technology, Republic of South Africa; South African Medical Research Council; University of the Witwatersrand, Johannesburg","keywords":"Medicine; Epidemiology; Human immunodeficiency virus (HIV); Cohort study; Cohort; Rural population; Public health; Black african; Gerontology; Population; Demography; Environmental health; Family medicine; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001039984,0.0003267347,0.0002948548,0.000634399,0.0007769087,0.0005911007,0.0003599382,0.0003729833,0.001321136],"category_scores_gemma":[0.00195679,0.0003131683,0.0004092441,0.001030275,0.0001987267,0.0004243633,0.000748014,0.0006547125,0.0001445526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003714695,"about_ca_system_score_gemma":0.0005989995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02234325,"about_ca_topic_score_gemma":0.02916432,"domain_scores_codex":[0.9996375,0.0001176411,0.00002624435,0.00006370123,0.00006919268,0.00008567418],"domain_scores_gemma":[0.9994473,0.00004182909,0.000270154,0.00003869979,0.00006595341,0.0001360792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007571778,0.00003235814,0.9983175,0.00001461818,0.00006298344,0.00008303372,0.0002618318,0.00001659281,0.000140289,0.00001931473,0.0001699603,0.0008059458],"study_design_scores_gemma":[0.0000092073,0.00003245565,0.9993063,0.00001336297,0.0000230786,0.00008622374,0.0002780638,0.00008195935,0.00001781681,0.00001509903,0.0001337712,0.000002584457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989886,0.0001839221,0.0000446003,0.0001161792,0.000005100774,0.00001851667,0.0004408204,0.000001525434,0.0002007616],"genre_scores_gemma":[0.9993063,0.0001455186,0.00007212381,0.00003785646,0.000008750696,0.00002763195,0.0002527091,0.000001001156,0.0001481299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02234325,"threshold_uncertainty_score":0.04442638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07779862382792144,"score_gpt":0.4059249972033469,"score_spread":0.3281263733754255,"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."}}