{"id":"W4399225219","doi":"10.7196/samj.2024.v114i6.2085","title":"Response to ‘Obesity is South Africa’s new HIV epidemic’","year":2024,"lang":"en","type":"letter","venue":"South African Medical Journal","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Obesity; Virology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002213612,0.0007673218,0.001474895,0.001160031,0.0004345283,0.0001421921,0.0007925582,0.001845947,0.005751163],"category_scores_gemma":[0.003342286,0.0005749179,0.0006693386,0.001380125,0.0002081583,0.00005506992,0.0002578243,0.01054382,0.01374828],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009833475,"about_ca_system_score_gemma":0.007631497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002826448,"about_ca_topic_score_gemma":0.000001272498,"domain_scores_codex":[0.9920712,0.0006704841,0.001627039,0.001076411,0.002984455,0.001570376],"domain_scores_gemma":[0.9927121,0.0006356718,0.0005092807,0.001111769,0.0004091815,0.004621955],"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":[0.0006016343,0.0000972511,0.001023546,0.0001390051,0.0005012044,0.009152553,0.01495123,4.161884e-7,0.000002252706,0.000009465221,0.9713293,0.002192181],"study_design_scores_gemma":[0.00177984,0.0006014862,0.001183922,0.002404654,0.0009524541,0.002480578,0.0006390137,0.0000463101,0.000001742791,0.0007330253,0.988705,0.0004719712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002794563,0.002094365,0.001752073,0.9848036,0.001094347,0.0008086393,0.000406672,0.0002275227,0.00601826],"genre_scores_gemma":[0.01684044,0.00007941329,0.003254551,0.8600119,0.01259644,0.00006452348,0.0001544592,0.0002565513,0.1067417],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1247917,"threshold_uncertainty_score":0.9996702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442795557436433,"score_gpt":0.3188278892077988,"score_spread":0.2843999336334345,"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."}}