{"id":"W6967767535","doi":"10.5281/zenodo.12731895","title":"HIV/AIDS IN AFRICA AND ITS IMPACT ON GLOBAL HEALTH: BASIC REVIEW","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Pandemic; Tuberculosis; Global health; Transmission (telecommunications); Childbirth; Developing country; Health care; Investment (military)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001302093,0.0001422235,0.0002810034,0.0003297364,0.0004104541,0.0004519286,0.0003471498,0.00004831746,0.007231215],"category_scores_gemma":[0.0006442093,0.0001350593,0.00007249058,0.0009499795,0.00004702145,0.0002204618,0.000260973,0.0002173755,0.01591296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003795894,"about_ca_system_score_gemma":0.000009012025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001456442,"about_ca_topic_score_gemma":2.465377e-7,"domain_scores_codex":[0.9986094,0.0001532783,0.0003776344,0.0003945097,0.00007772792,0.000387433],"domain_scores_gemma":[0.9994,0.00003567646,0.00007985451,0.0002406922,0.00004503831,0.0001987707],"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":[0.0001112825,0.0001641445,0.00009289003,0.001133667,0.00007767331,0.00004801984,0.001462854,0.00002525147,0.00003436812,0.1431462,0.7013504,0.1523532],"study_design_scores_gemma":[0.0002339101,0.0004573525,0.002199369,0.000537041,0.000003341575,0.00006169016,0.00004660603,0.0006433689,0.000004960243,0.001271583,0.9943851,0.0001557144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09616338,0.2621243,0.001121262,0.02488441,0.0004923922,0.0020772,0.006475203,0.001439105,0.6052227],"genre_scores_gemma":[0.9764279,0.01819679,0.00005261273,0.0005311015,0.0001084323,9.409025e-8,0.0002888811,0.0005840409,0.003810149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8802645,"threshold_uncertainty_score":0.9936763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05938460147147072,"score_gpt":0.3040184969985108,"score_spread":0.2446338955270401,"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."}}