{"id":"W2150171088","doi":"10.1093/cid/ciu267","title":"Global Response to HIV: Treatment as Prevention, or Treatment for Treatment?","year":2014,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"National Institute on Drug Abuse","keywords":"Medicine; Antiretroviral therapy; Antiretroviral treatment; Intensive care medicine; Human immunodeficiency virus (HIV); Treatment as prevention; Scientific evidence; Family medicine; Viral load; Epistemology","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":[0.02775458,0.0008424404,0.002967368,0.001835217,0.002092916,0.009414461,0.001880362,0.01223571,0.007396087],"category_scores_gemma":[0.03384946,0.0003985406,0.0009469349,0.001895439,0.0298325,0.01491121,0.004607918,0.01372097,0.001216948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006245197,"about_ca_system_score_gemma":0.01114377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002920392,"about_ca_topic_score_gemma":0.004153655,"domain_scores_codex":[0.9714286,0.02207206,0.001145706,0.001442593,0.002659359,0.001251602],"domain_scores_gemma":[0.9740733,0.01790691,0.002896919,0.001404006,0.001889973,0.00182899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000346344,0.0002402505,0.003170523,0.004912077,0.0002368606,0.0002307833,0.003325317,0.0005276711,0.0002975791,0.6587061,0.1455192,0.1824872],"study_design_scores_gemma":[0.0002793713,0.000445367,0.004707248,0.009232963,0.000321443,0.000776469,0.006497927,0.000664999,0.0003944591,0.5448317,0.4317093,0.0001388269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008523444,0.06757912,0.001503503,0.9170632,0.005765142,0.00002521267,0.00004478936,0.00002485845,0.007141829],"genre_scores_gemma":[0.141855,0.1239656,0.004970156,0.6985602,0.02593968,0.0003092871,0.00009375648,0.00009108369,0.004215266],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02775458,"threshold_uncertainty_score":0.146782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08130669779507656,"score_gpt":0.4930297782669891,"score_spread":0.4117230804719126,"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."}}