{"id":"W905034045","doi":"10.1097/qai.0000000000000728","title":"Time and Money","year":2015,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institute of Mental Health; Canadian Institutes of Health Research; Health Canada; Medical Research Council; Public Health Agency; National Institutes of Health; United States Agency for International Development; International Development Research Centre; Wellcome Trust; U.S. President’s Emergency Plan for AIDS Relief; Inyuvesi Yakwazulu-Natali; Public Health Agency of Canada","keywords":"Medicine; Confidence interval; Health spending; Tuberculosis; Antiretroviral therapy; Human immunodeficiency virus (HIV); Demography; Health care; Psychological intervention; Public health; Developing country; Pediatrics; Family medicine; Health services; Environmental health; Internal medicine; Viral load; Population; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001369184,0.0001378098,0.0004894881,0.0005836705,0.00007882853,0.00005125576,0.0002014947,0.0000718408,0.0002109807],"category_scores_gemma":[0.001446712,0.0001019073,0.0002535871,0.0005022716,0.0002571715,0.000371497,0.00008757737,0.0001418618,0.0003563667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007439574,"about_ca_system_score_gemma":0.0002410068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002231926,"about_ca_topic_score_gemma":4.632028e-7,"domain_scores_codex":[0.9981064,0.00009764008,0.0006692692,0.0001364595,0.0006504721,0.0003397321],"domain_scores_gemma":[0.9985204,0.00008590904,0.0002281151,0.0002435415,0.000513325,0.0004086839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002946585,0.004406508,0.02115627,0.0007656382,0.001868898,0.005454152,0.009294961,0.00009833142,0.3435949,0.001145177,0.4408337,0.1684349],"study_design_scores_gemma":[0.05648604,0.2371416,0.3233023,0.01009139,0.002846303,0.1714438,0.02862202,0.02898648,0.04325592,0.008869596,0.08569543,0.003259061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812235,0.01157628,0.0001821664,0.001356384,0.0001382374,0.0001392252,0.000007694955,0.00003339421,0.005343133],"genre_scores_gemma":[0.9747201,0.0004066754,0.0009550616,0.0000333119,0.00006757668,0.000002503088,0.000005588875,0.00002660096,0.02378256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3551382,"threshold_uncertainty_score":0.4580492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03196095376513231,"score_gpt":0.3143039564343759,"score_spread":0.2823430026692436,"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."}}