{"id":"W2071250943","doi":"10.1177/2325957413475839","title":"Controlling the HIV Epidemic with Antiretrovirals","year":2013,"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":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"British HIV Association; ViiV Healthcare; Gilead Sciences","keywords":"Summit; Medicine; Human immunodeficiency virus (HIV); Government (linguistics); Public relations; Context (archaeology); Advisory committee; Family medicine; Public administration; Political science","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":[0.001084468,0.0001138113,0.0003969878,0.0002182357,0.0000759991,0.00005005669,0.0005292728,0.00007464895,0.0002491972],"category_scores_gemma":[0.004250058,0.00005822,0.0005701947,0.0002017736,0.0001141257,0.0004163308,0.0000642766,0.0004253835,0.00001243367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004884851,"about_ca_system_score_gemma":0.000328206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000204431,"about_ca_topic_score_gemma":0.0000344378,"domain_scores_codex":[0.9972458,0.0001874312,0.0008595145,0.00009697461,0.00142915,0.0001811468],"domain_scores_gemma":[0.9937326,0.0005695021,0.001948807,0.0001924459,0.003478306,0.00007835812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008770791,0.0003888042,0.6215488,0.0002356732,0.003913118,0.000007387981,0.002782325,0.000554021,0.05775935,0.001180407,0.2974898,0.0132632],"study_design_scores_gemma":[0.04706911,0.03524056,0.515274,0.01344887,0.003944988,0.0006398773,0.06708809,0.01593897,0.2035548,0.008843643,0.08768593,0.001271139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9238132,0.0006313521,0.001316019,0.06610256,0.0003754888,0.0007422239,0.00007636665,0.000009984416,0.006932851],"genre_scores_gemma":[0.9885977,0.00005897658,0.0009857162,0.000352726,0.000245585,0.000008669177,0.000006484347,0.00001384016,0.00973034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2098039,"threshold_uncertainty_score":0.5088023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014568285056743,"score_gpt":0.2787409028126859,"score_spread":0.2685952199621184,"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."}}