{"id":"W2326243398","doi":"10.1097/qai.0000000000000921","title":"Brief Report","year":2015,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario HIV Treatment Network","funders":"Centers for Disease Control and Prevention","keywords":"Seroconversion; Placebo; Emtricitabine; Medicine; Confidence interval; Internal medicine; Human immunodeficiency virus (HIV); Pre-exposure prophylaxis; Virology; Immunology; Viral load; Men who have sex with men; Antiretroviral therapy; Pathology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001692891,0.0008652449,0.0006572016,0.001553342,0.001835831,0.002999732,0.001806169,0.002690031,0.5338109],"category_scores_gemma":[0.006806862,0.0003593257,0.0006405932,0.00124266,0.0005045502,0.002107005,0.002745938,0.001951973,0.3321533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104424,"about_ca_system_score_gemma":0.00247829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177816,"about_ca_topic_score_gemma":0.002389662,"domain_scores_codex":[0.9985668,0.0003176278,0.0001332636,0.0003117934,0.0004353386,0.0002351023],"domain_scores_gemma":[0.9967083,0.0004751239,0.0002005491,0.0005251443,0.001062975,0.001027968],"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":[0.0002313495,0.0001495817,0.002186829,0.0002602302,0.00001581614,0.001403003,0.000196326,0.00005548402,0.0004427453,0.005159997,0.7646275,0.2252712],"study_design_scores_gemma":[0.00001782257,0.00005877712,0.001016545,0.0001136443,0.000006474341,0.001718234,0.0001263437,0.00002653662,0.0001451567,0.001431562,0.9953309,0.000008044855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009694632,0.01720194,0.008307334,0.04984432,0.06497265,0.001510616,0.02352165,0.002325839,0.8226211],"genre_scores_gemma":[0.02757394,0.009139981,0.005286013,0.01946124,0.01002256,0.0007392185,0.01333232,0.0008272288,0.9136174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4661891,"threshold_uncertainty_score":0.6649622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03400971132204293,"score_gpt":0.2915187126716554,"score_spread":0.2575090013496124,"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."}}