{"id":"W4393007991","doi":"10.7196/samj.2024.v114i3.1927","title":"Obesity is South Africa’s new HIV epidemic","year":2024,"lang":"en","type":"article","venue":"South African Medical Journal","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; York University","funders":"","keywords":"Human immunodeficiency virus (HIV); Obesity; Geography; Virology; Medicine; Environmental health; Internal medicine","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":[0.001970529,0.0003519785,0.000268872,0.0008729018,0.0008814454,0.003821122,0.0002191642,0.001659916,0.01190179],"category_scores_gemma":[0.005144919,0.0001780927,0.0003274835,0.002218749,0.001201477,0.003591032,0.001482227,0.003156395,0.0007094023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377796,"about_ca_system_score_gemma":0.003731234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01453184,"about_ca_topic_score_gemma":0.0221947,"domain_scores_codex":[0.9993584,0.0002357264,0.00002940751,0.0000385873,0.000146342,0.0001915633],"domain_scores_gemma":[0.9975542,0.000805549,0.0005381054,0.00009420508,0.0003516937,0.000656312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008876479,0.0002318341,0.1361666,0.002316404,0.0004638617,0.004804452,0.006691547,0.002982707,0.003038533,0.2583362,0.2959362,0.288144],"study_design_scores_gemma":[0.00009361519,0.0001662153,0.1901935,0.002878614,0.0002026295,0.001945574,0.02392003,0.00221858,0.0005161156,0.09658234,0.6811932,0.00008948309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1332178,0.04780856,0.000830654,0.7676448,0.005550415,0.0000312513,0.001350451,0.00003742275,0.04352871],"genre_scores_gemma":[0.8573867,0.07198695,0.0008539433,0.0471754,0.006734747,0.00004277913,0.0004960003,0.00005264096,0.01527087],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01453184,"threshold_uncertainty_score":0.03981549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03985334454422414,"score_gpt":0.2566665587324719,"score_spread":0.2168132141882477,"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."}}