{"id":"W2162838583","doi":"10.1093/cid/ciu339","title":"Modeling Scenarios for the End of AIDS","year":2014,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for International Governance Innovation; AIDS Vancouver","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse; National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Medicine; Treatment as prevention; Human immunodeficiency virus (HIV); Antiretroviral therapy; Public health; Transmission (telecommunications); Epidemiology; Environmental health; Virology; Intensive care medicine; Viral load; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001500131,0.001009406,0.0007163003,0.001005839,0.00125316,0.002486889,0.0022314,0.004253371,0.01558822],"category_scores_gemma":[0.00514233,0.0004981019,0.001184757,0.001156676,0.0007689126,0.002117396,0.001837132,0.002374873,0.001069384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002762216,"about_ca_system_score_gemma":0.00145077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04731215,"about_ca_topic_score_gemma":0.03428524,"domain_scores_codex":[0.9992861,0.0004415907,0.00002177937,0.0000689075,0.00004346389,0.0001380754],"domain_scores_gemma":[0.9974656,0.001680459,0.0001620608,0.00007380656,0.000266901,0.0003510666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001864853,0.0001200839,0.004295553,0.0001091536,0.00006725112,0.0005113571,0.0002432027,0.9027907,0.0001246576,0.07670856,0.01124521,0.003597708],"study_design_scores_gemma":[0.0001476253,0.0001144264,0.001371498,0.0001137729,0.00006562763,0.0001805813,0.0006398259,0.9387915,0.00009724031,0.04404396,0.01438439,0.00004948696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5351719,0.007911125,0.08758441,0.05160323,0.001538655,0.000805407,0.0333912,0.0008031742,0.2811909],"genre_scores_gemma":[0.9599168,0.002428008,0.01064841,0.001215179,0.0001999265,0.0004880231,0.003745898,0.00009120572,0.0212667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04731215,"threshold_uncertainty_score":0.09407353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06717620215070409,"score_gpt":0.4272013740478804,"score_spread":0.3600251718971764,"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."}}