{"id":"W2800268500","doi":"10.1097/qad.0000000000001826","title":"Seroconversion on preexposure prophylaxis","year":2018,"lang":"en","type":"letter","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Serodiscordant; Emtricitabine; Pre-exposure prophylaxis; Men who have sex with men; Condom; Population; Family medicine; Human immunodeficiency virus (HIV); Treatment as prevention; Environmental health; Antiretroviral therapy; Viral load; Syphilis","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":[0.0006316931,0.0002388749,0.0004533949,0.000417031,0.0005140092,0.0007040037,0.0002982395,0.0004677695,0.01924942],"category_scores_gemma":[0.002382993,0.00006962939,0.0004375959,0.0003775452,0.0002272957,0.0004356246,0.0003728539,0.001294189,0.002577542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003613075,"about_ca_system_score_gemma":0.000623361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009375714,"about_ca_topic_score_gemma":0.001220029,"domain_scores_codex":[0.9994653,0.0001061059,0.0000485218,0.00005713003,0.0001785096,0.0001444748],"domain_scores_gemma":[0.9991361,0.0002007512,0.000187516,0.0001191606,0.0001592299,0.0001972338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001208311,0.002267175,0.2654561,0.0011292,0.0002835173,0.00287557,0.0004635446,0.000218288,0.003736307,0.005506117,0.02701596,0.6898399],"study_design_scores_gemma":[0.0004123104,0.00527015,0.6854184,0.002768866,0.0007178838,0.02433926,0.0006139009,0.001043318,0.003900062,0.009083114,0.2663843,0.00004842789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5674449,0.05531996,0.003066899,0.009752204,0.003931287,0.001167614,0.004163024,0.0005273037,0.3546269],"genre_scores_gemma":[0.9533334,0.0104626,0.0006774715,0.008198684,0.001086157,0.0001235903,0.001590655,0.00002979567,0.02449759],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01924942,"threshold_uncertainty_score":0.06439567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.024341183872221,"score_gpt":0.3084416495732666,"score_spread":0.2841004657010456,"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."}}