{"id":"W4281488251","doi":"10.4102/phcfm.v14i1.3256","title":"Lifestyle determinants of diabetes mellitus amongst people living with HIV in the Eastern Cape province, South Africa","year":2022,"lang":"en","type":"article","venue":"African Journal of Primary Health Care & Family Medicine","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"Medical Research Council; Division of Research Capacity Development; South African Medical Research Council","keywords":"Medicine; Human immunodeficiency virus (HIV); Diabetes mellitus; Odds ratio; Environmental health; Type 2 Diabetes Mellitus; Type 2 diabetes; Gerontology; Demography; Family medicine; Internal medicine; Endocrinology","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":[0.0002208248,0.000263073,0.0001724097,0.0006956351,0.0008232042,0.0005352655,0.0002130906,0.0001939879,0.001736544],"category_scores_gemma":[0.0009048363,0.0001859874,0.0001412463,0.001351832,0.0002686211,0.000283412,0.0003054243,0.0002717574,0.0000750336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005522525,"about_ca_system_score_gemma":0.0007041593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08621977,"about_ca_topic_score_gemma":0.08703426,"domain_scores_codex":[0.9998617,0.0000315197,0.00001290709,0.00002154154,0.00003116835,0.0000411803],"domain_scores_gemma":[0.9997192,0.00003888648,0.0001371676,0.000006743359,0.00002708066,0.00007087021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003822005,0.00005698975,0.9933146,0.00005129153,0.00001737478,0.000701875,0.001800218,0.00002519783,0.00047685,0.0000289179,0.000129795,0.00335864],"study_design_scores_gemma":[0.000006370029,0.00007125123,0.9962788,0.00005345883,0.00001340807,0.0003554998,0.0028798,0.0000443426,0.00003379345,0.00001891217,0.0002412776,0.000003034608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991735,0.0002170721,0.00001623702,0.00007956135,0.0000033721,0.00001856011,0.00009290998,7.333435e-7,0.0003981825],"genre_scores_gemma":[0.9994857,0.0002491462,0.00004917836,0.00002328877,0.000003377571,0.0000116187,0.00003949264,3.154823e-7,0.0001378341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08621977,"threshold_uncertainty_score":0.1714359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170905266510464,"score_gpt":0.2728148304903493,"score_spread":0.2557243038393029,"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."}}