{"id":"W2127543972","doi":"10.1093/cid/ciu321","title":"Leveraging HIV Treatment to End AIDS, Stop New HIV Infections, and Avoid the Cost of Inaction","year":2014,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"Milestone; Medicine; Human immunodeficiency virus (HIV); Antiretroviral therapy; Pandemic; Intensive care medicine; Incidence (geometry); Immunology; Coronavirus disease 2019 (COVID-19); Viral load; Disease; Pathology; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005375058,0.0006727768,0.0006542591,0.001200914,0.001586588,0.00555216,0.0009544007,0.003012147,0.01833695],"category_scores_gemma":[0.007941085,0.0002549121,0.0005916142,0.0008075359,0.005344358,0.005432299,0.003503983,0.005511974,0.007069764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538761,"about_ca_system_score_gemma":0.005882413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001217789,"about_ca_topic_score_gemma":0.002587984,"domain_scores_codex":[0.9969752,0.001530068,0.0001439643,0.0002109053,0.0008365979,0.0003033756],"domain_scores_gemma":[0.9956884,0.001651333,0.0006756141,0.0003848766,0.0005495114,0.001050167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001363864,0.0005681221,0.004174668,0.001932259,0.0001399979,0.0001615206,0.001113187,0.0005803309,0.004207364,0.1394428,0.2795786,0.5679648],"study_design_scores_gemma":[0.00003419018,0.0002821694,0.00243114,0.001387742,0.00007029936,0.0004742885,0.001100806,0.0002625537,0.002398005,0.06324527,0.9282626,0.00005086454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007139829,0.179236,0.0150688,0.6808836,0.01432076,0.00011365,0.0003172208,0.0005364248,0.1023839],"genre_scores_gemma":[0.2281177,0.4107224,0.06181399,0.2117698,0.02931246,0.0002864641,0.0004577386,0.0003538513,0.05716548],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01833695,"threshold_uncertainty_score":0.06134319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05201411645303651,"score_gpt":0.4004804967500682,"score_spread":0.3484663802970317,"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."}}