{"id":"W2058782464","doi":"10.1097/qai.0b013e31804d684b","title":"When To Initiate HIV Antiretroviral Therapy","year":2007,"lang":"en","type":"letter","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Antiretroviral therapy; Medicine; Viral load; Regimen; Immunology; Human immunodeficiency virus (HIV); Disease; Lentivirus; Virology; Internal medicine; Viral disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008163973,0.0003626886,0.001034147,0.0007550227,0.0009683948,0.003604542,0.0008403755,0.003072712,0.1052866],"category_scores_gemma":[0.005733671,0.0002710691,0.0007060912,0.0003347426,0.0004129067,0.003031372,0.0009422613,0.004167628,0.05174484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008630814,"about_ca_system_score_gemma":0.002083354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001652281,"about_ca_topic_score_gemma":0.004696872,"domain_scores_codex":[0.9989712,0.0002739817,0.00006092777,0.00009117985,0.0004080963,0.0001944905],"domain_scores_gemma":[0.9979371,0.0003356135,0.0001545169,0.00007901681,0.0003995541,0.001094199],"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":[0.0002626093,0.0003616349,0.004064624,0.0004193441,0.00004430899,0.0007868057,0.000145223,0.0001514086,0.0004034635,0.004734604,0.5936537,0.3949722],"study_design_scores_gemma":[0.0001795241,0.0002012305,0.00297115,0.002825475,0.0000372058,0.0009118817,0.0003187868,0.0001204136,0.0003253553,0.008628576,0.9834486,0.00003186912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008531953,0.1424505,0.006054072,0.4090309,0.04058518,0.001383653,0.005509641,0.001183948,0.3852701],"genre_scores_gemma":[0.1325897,0.1296387,0.01874101,0.4098509,0.06677292,0.001814247,0.006567229,0.0005727981,0.2334525],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1052866,"threshold_uncertainty_score":0.3522187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04256949709207303,"score_gpt":0.3324202575705979,"score_spread":0.2898507604785249,"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."}}