{"id":"W2322445459","doi":"10.1177/2325957415623261","title":"Pattern, Determinants, and Impact of HIV Spending on Care and Treatment in 38 High-Burden Low- and Middle-Income Countries","year":2015,"lang":"en","type":"article","venue":"Journal of the International Association of Providers of AIDS Care (JIAPAC)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"Human immunodeficiency virus (HIV); Antiretroviral therapy; Medicine; Low and middle income countries; Environmental health; Health spending; Low income; Demography; Developing country; Economic growth; Viral load; Socioeconomics; Family medicine; Economics; Health services; 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":[0.0003987955,0.0001145331,0.000393294,0.0003603404,0.00002628997,0.00003005479,0.0001247879,0.00006838558,0.00002261361],"category_scores_gemma":[0.0009783637,0.00007543837,0.000188798,0.00008003685,0.00008132567,0.0002298908,0.00006306175,0.000144743,4.060895e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135141,"about_ca_system_score_gemma":0.0002190438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008274755,"about_ca_topic_score_gemma":0.0002994359,"domain_scores_codex":[0.9984062,0.00009216856,0.0005709504,0.000101946,0.0007079684,0.0001207921],"domain_scores_gemma":[0.9978666,0.000214456,0.0008822373,0.00008222802,0.0008515353,0.0001029811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000516159,0.00008732121,0.9856113,0.0003026881,0.000449618,0.00001280398,0.006654559,0.00003798331,0.0006916055,0.00003412147,0.0004465999,0.005155212],"study_design_scores_gemma":[0.01096465,0.01550716,0.9274447,0.007596599,0.0002752817,0.00009191503,0.01984351,0.0005761145,0.01691132,0.0002863735,0.0003258738,0.0001765388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972513,0.0006738445,0.000008017906,0.001278255,0.0000782759,0.0002179134,0.0001772841,0.000001770455,0.0003133595],"genre_scores_gemma":[0.998855,0.0002602792,0.0001553007,0.00001280074,0.00008698562,0.000002444538,0.000006345254,0.00000902139,0.0006118357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05816666,"threshold_uncertainty_score":0.3076287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889535310540606,"score_gpt":0.3207471977557175,"score_spread":0.3018518446503115,"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."}}