{"id":"W2063468515","doi":"10.1007/s11904-011-0076-6","title":"Antiretroviral Therapy: A Key Component of a Comprehensive HIV Prevention Strategy","year":2011,"lang":"en","type":"review","venue":"Current HIV/AIDS Reports","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"AIDS Vancouver; St. Paul's Hospital; University of British Columbia; Providence Health Care","funders":"","keywords":"Serodiscordant; Transmission (telecommunications); Treatment as prevention; Antiretroviral therapy; Medicine; Viral load; Immunology; Population; Human immunodeficiency virus (HIV); Antiretroviral treatment; Drug resistance; Virology; Intensive care medicine; Environmental health; Biology; Computer 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005688797,0.0008561888,0.003553968,0.0009857377,0.0001214463,0.00005553953,0.000337519,0.0003886913,0.001590139],"category_scores_gemma":[0.0001402789,0.0006647208,0.003062085,0.0007214348,0.0003595128,0.0002039076,0.0002382633,0.001255265,0.0002405793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002206638,"about_ca_system_score_gemma":0.001170925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003638774,"about_ca_topic_score_gemma":0.0000027392,"domain_scores_codex":[0.9938031,0.0005914593,0.002831552,0.001052846,0.0009521083,0.0007689187],"domain_scores_gemma":[0.9952026,0.00009515365,0.002013677,0.001484235,0.0006749874,0.0005293181],"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":[0.00007094927,0.001830194,0.000233618,0.02344673,0.00091482,0.0003789385,0.0001507568,1.358086e-7,0.00002055798,0.0003406896,0.04845557,0.924157],"study_design_scores_gemma":[0.0008109415,0.004912884,0.00008091176,0.04339768,0.00115751,0.001298803,0.0001092844,0.00002805827,0.00002483617,0.0001316336,0.9475558,0.0004916163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009635641,0.9864082,0.0005052195,0.000008470771,0.0003917239,0.003179553,0.0002227832,0.0001178922,0.008202546],"genre_scores_gemma":[0.0006314902,0.9734255,0.0002492492,0.000003530136,0.0003509549,0.0003154866,0.003033998,0.0001258854,0.02186387],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9236654,"threshold_uncertainty_score":0.9995804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1424438843247738,"score_gpt":0.4131599601416867,"score_spread":0.2707160758169129,"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."}}