{"id":"W4414514364","doi":"10.1080/09540121.2025.2562235","title":"Depressive symptomatology and their correlates among caregivers of children and adolescents living with HIV in KwaZulu-Natal, South Africa","year":2025,"lang":"en","type":"article","venue":"AIDS Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Medical Research Council; Canadian Institutes of Health Research; South African Medical Research Council; Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Mental health; Psychological intervention; Depression (economics); Human immunodeficiency virus (HIV); Depressive symptoms; Population; Public health","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00004172349,0.0001079216,0.0002580146,0.0002625699,0.00004896778,0.00001180416,0.00006862506,0.00007336331,0.0000107628],"category_scores_gemma":[0.0001307981,0.00007921386,0.00004376406,0.0002029856,0.0002442485,0.00006848534,0.0001177245,0.0001886932,0.000001306757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002547477,"about_ca_system_score_gemma":0.00005044299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001449575,"about_ca_topic_score_gemma":0.0001424957,"domain_scores_codex":[0.9993127,0.00005750138,0.0001395664,0.0002119449,0.00008536304,0.0001929227],"domain_scores_gemma":[0.9995502,0.00006305894,0.00004477821,0.0001564163,0.0001008742,0.00008467947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003961002,0.00003311425,0.9861046,0.0002624515,0.0001138627,0.00001034253,0.009565268,0.000001028223,0.00005173593,0.00004035781,0.0005368254,0.003240792],"study_design_scores_gemma":[0.001632985,0.0007228245,0.968944,0.005093531,0.00007354112,0.00002193122,0.02267207,0.0001760191,0.00055108,0.00001156133,0.00001663382,0.0000837825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944953,0.003179616,0.0001218102,0.00003217101,0.00001057974,0.0002817403,0.00006617921,0.00001716056,0.001795439],"genre_scores_gemma":[0.9992732,0.00007569201,0.00005454609,0.000009612272,0.000005652622,0.00001337145,0.00002504174,0.000008855278,0.0005340514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01716057,"threshold_uncertainty_score":0.3230247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004276312725437817,"score_gpt":0.2349390663003524,"score_spread":0.2306627535749146,"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."}}