{"id":"W2167509957","doi":"10.1186/1758-2652-14-28","title":"HIV treatment for prevention","year":2011,"lang":"en","type":"review","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Transmission (telecommunications); Treatment as prevention; Viral load; Human immunodeficiency virus (HIV); Asymptomatic; Sexual transmission; Antiretroviral therapy; Immunology; Intensive care medicine; Internal medicine","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":[0.001853854,0.0007979327,0.0007052876,0.0009749129,0.001521775,0.00296468,0.001372482,0.003121872,0.2178421],"category_scores_gemma":[0.00705228,0.0002761432,0.000825504,0.000597787,0.0007063255,0.002131838,0.003135336,0.005369374,0.07091939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001642475,"about_ca_system_score_gemma":0.00576403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00399141,"about_ca_topic_score_gemma":0.005066417,"domain_scores_codex":[0.9979735,0.0006694989,0.00009318124,0.0002481104,0.0006889963,0.0003267766],"domain_scores_gemma":[0.9979393,0.0003660606,0.0001648641,0.0002749906,0.0007158812,0.0005387743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002644425,0.00005965387,0.0003048427,0.0002734616,0.00001068007,0.00005355274,0.00008594426,0.0000173925,0.00009139118,0.01483872,0.8255641,0.1586738],"study_design_scores_gemma":[0.00001903224,0.00002021729,0.0003153231,0.0005117296,0.000005609508,0.00009901682,0.00003781458,0.00001296823,0.00002908131,0.002082565,0.9968634,0.000003382442],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001165298,0.07018328,0.003198889,0.1717048,0.03121893,0.0009447722,0.005514427,0.0008109267,0.7152587],"genre_scores_gemma":[0.02298044,0.06135486,0.01032123,0.2227653,0.014711,0.001790845,0.007204318,0.0004500173,0.658422],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2178421,"threshold_uncertainty_score":0.7287544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1441501348976397,"score_gpt":0.4486427671886495,"score_spread":0.3044926322910098,"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."}}