{"id":"W2120192871","doi":"10.7196/samj.7739","title":"Cardiometabolic markers to identify cardiovascular disease risk in HIV-infected black South Africans","year":2014,"lang":"en","type":"article","venue":"South African Medical Journal","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; North-West University; McMaster University; National Research Foundation; Hamilton Health Sciences","keywords":"Medicine; Blood pressure; Cohort; Internal medicine; Anthropometry; Population; Risk factor; Lipid profile; Body mass index; Cholesterol; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006085995,0.0005200273,0.0003341225,0.001035607,0.0004521598,0.0004693922,0.0002309967,0.0003476517,0.001450558],"category_scores_gemma":[0.00161413,0.0001714839,0.0003062583,0.0005904715,0.000216902,0.0001996187,0.0003440944,0.000500729,0.0002205877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168247,"about_ca_system_score_gemma":0.0003508138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004177552,"about_ca_topic_score_gemma":0.005781225,"domain_scores_codex":[0.9998913,0.00004502579,0.000005832944,0.00001607298,0.00001990375,0.00002181428],"domain_scores_gemma":[0.9997031,0.00007438498,0.00008681363,0.00001476214,0.0000484078,0.00007260789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001189684,0.00007692476,0.994248,0.00001429285,0.00003426689,0.00004779283,0.0001605714,0.0001062111,0.000452083,0.00003267962,0.0001155036,0.004592647],"study_design_scores_gemma":[0.00002805707,0.0002349333,0.9952324,0.00004732795,0.00008511113,0.000309565,0.0005066771,0.002518549,0.0002941209,0.0002118237,0.0005256671,0.000005677591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984825,0.000451903,0.0002844932,0.0001551328,0.00000697175,0.00002399523,0.0001268076,0.000006479542,0.0004616918],"genre_scores_gemma":[0.9984428,0.000241294,0.0008807432,0.00003866171,0.000007194136,0.00003119027,0.0001101467,0.000001880051,0.0002461584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004177552,"threshold_uncertainty_score":0.008306444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278158445084176,"score_gpt":0.2857260361695225,"score_spread":0.2729444517186807,"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."}}