{"id":"W4417234313","doi":"10.2989/16085906.2025.2577377","title":"Universal Health Service Coverage under threat? A study of the effects of PEPFAR HIV funding on UHC","year":2025,"lang":"en","type":"article","venue":"African Journal of AIDS Research","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Per capita; Gross domestic product; Government (linguistics); Index (typography); Health care; Health policy; Developing country; Public health; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.003174775,0.0001109377,0.0005631701,0.00123173,0.0001998608,0.00003562295,0.0006567675,0.00005262831,0.00004761561],"category_scores_gemma":[0.0008074386,0.00008219024,0.0001543521,0.001911304,0.0001162028,0.0001250951,0.0001730388,0.0005669934,0.000009767185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003186942,"about_ca_system_score_gemma":0.0004295777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004307794,"about_ca_topic_score_gemma":0.00004983996,"domain_scores_codex":[0.9980251,0.0005045875,0.0006854489,0.00016106,0.0002645563,0.0003592964],"domain_scores_gemma":[0.9971849,0.001519865,0.0005582446,0.0003736634,0.0002414134,0.0001218591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006225192,0.007416168,0.6879842,0.002031454,0.003111311,0.0001241355,0.05274488,0.002391581,0.002356997,0.2021364,0.01778006,0.01569757],"study_design_scores_gemma":[0.01511678,0.03487345,0.8152531,0.002525221,0.0000975345,0.0000314772,0.08503947,0.0003751798,0.003455997,0.03196656,0.0107158,0.0005493736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876063,0.00101356,0.0002361911,0.003126115,0.0002036957,0.0003379475,0.00002591945,0.000002762864,0.007447485],"genre_scores_gemma":[0.9966638,0.0002953613,0.00003600516,0.0001073332,0.0000397026,0.000001655185,2.412291e-7,0.00001269873,0.00284319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1701699,"threshold_uncertainty_score":0.335162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07368627230757335,"score_gpt":0.352616866002725,"score_spread":0.2789305936951516,"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."}}