{"id":"W2084081996","doi":"10.1016/s0140-6736(00)02375-8","title":"Extent to which low-level use of antiretroviral treatment could curb the AIDS epidemic in sub-Saharan Africa","year":2000,"lang":"en","type":"article","venue":"The Lancet","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Life expectancy; Medicine; Population; Antiretroviral treatment; Environmental health; Demography; Developing country; Population projection; Antiretroviral drug; Health care; Human immunodeficiency virus (HIV); Developed country; Gerontology; Antiretroviral therapy; Viral load; Economic growth; Immunology; Economics","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":[0.0005127987,0.0001186213,0.0004075399,0.00008139877,0.00006209951,0.00002025477,0.0002425707,0.00004202056,0.000649292],"category_scores_gemma":[0.0002812228,0.00005847986,0.0001325897,0.0003670542,0.00008186277,0.00006467169,0.000033672,0.000230833,0.0003024944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009931415,"about_ca_system_score_gemma":0.00006449526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009227817,"about_ca_topic_score_gemma":0.0004827357,"domain_scores_codex":[0.9986554,0.0002111442,0.0002948237,0.0001673525,0.0002684643,0.0004028557],"domain_scores_gemma":[0.9989426,0.0001875386,0.00003611012,0.0006683923,0.00006291184,0.0001024542],"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":[0.002211845,0.001093656,0.03761549,0.0001094333,0.0002449547,0.00004908511,0.001915833,0.0001295301,0.0220352,0.0002341114,0.5887775,0.3455833],"study_design_scores_gemma":[0.006824423,0.01308002,0.3446997,0.00131648,0.0001642149,0.00003566709,0.0002103911,0.004585806,0.01043822,0.0003632736,0.617986,0.0002958837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834825,0.001140263,0.00006272054,0.009460726,0.00002336681,0.0006575927,0.0002072617,0.00002131042,0.004944255],"genre_scores_gemma":[0.9751588,0.002568144,0.0001722897,0.000406636,0.0002131039,0.00008090553,0.00002182786,0.00001430494,0.02136398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3452874,"threshold_uncertainty_score":0.7109292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196073099149982,"score_gpt":0.3625224056386782,"score_spread":0.2429150957236801,"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."}}