{"id":"W1750418184","doi":"10.1136/bmj.h3943","title":"Antiretroviral therapy for HIV should be started at diagnosis regardless of CD4+ count, study concludes:","year":2015,"lang":"en","type":"letter","venue":"BMJ","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antiretroviral therapy; Asymptomatic; Human immunodeficiency virus (HIV); Medicine; Antiretroviral treatment; Family medicine; Internal medicine; Viral load","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002601272,0.0006843977,0.001114638,0.0005114838,0.003139642,0.001775104,0.001145296,0.02824749,0.01259226],"category_scores_gemma":[0.02206795,0.0005879096,0.000836907,0.0006182253,0.001497542,0.002608483,0.0007521011,0.02385531,0.01038675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003284859,"about_ca_system_score_gemma":0.00506135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01279165,"about_ca_topic_score_gemma":0.02235004,"domain_scores_codex":[0.9978472,0.0007654229,0.000398379,0.0002489944,0.0004465556,0.0002934727],"domain_scores_gemma":[0.9936075,0.00277667,0.0005470008,0.0002160023,0.001436073,0.001416723],"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":[0.0001718106,0.00008622266,0.002395282,0.0001144153,0.00001607677,0.001207392,0.0001286235,0.00003544674,0.0002691029,0.001393417,0.9805566,0.01362554],"study_design_scores_gemma":[0.0009151626,0.0004839546,0.01437024,0.002039475,0.0001002495,0.004645178,0.0008424744,0.0008111495,0.0007888314,0.009285974,0.9655731,0.00014433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001005564,0.0008066343,0.00006552873,0.9850417,0.008186212,0.00003576687,0.0001021709,0.00002902954,0.00472739],"genre_scores_gemma":[0.00500615,0.001036241,0.0002323312,0.9697021,0.01775456,0.00007323199,0.0000742745,0.0000169152,0.006104226],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02824749,"threshold_uncertainty_score":0.04212528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548261274871828,"score_gpt":0.4292610160238457,"score_spread":0.2744348885366629,"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."}}