{"id":"W2999549540","doi":"10.1136/sextrans-2019-054262","title":"Anal dysplasia and HIV shedding in ART-treated men","year":2020,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada; Maple Leaf Medical Clinic; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Men who have sex with men; Medicine; Viral shedding; Genotyping; Transmission (telecommunications); Dysplasia; Anal cancer; Regimen; Virology; Immunology; Human immunodeficiency virus (HIV); Internal medicine; Virus; Genotype; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002983209,0.0001519965,0.0001822298,0.000450028,0.0005384175,0.000468145,0.0002141543,0.000299304,0.001731544],"category_scores_gemma":[0.00170221,0.0001924562,0.0001558477,0.0004829324,0.0003155485,0.000203155,0.0002732365,0.0003371972,0.00009887278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006006715,"about_ca_system_score_gemma":0.0004646972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03625954,"about_ca_topic_score_gemma":0.04753144,"domain_scores_codex":[0.9997806,0.00005571541,0.00001790153,0.00003789653,0.0000608169,0.0000471828],"domain_scores_gemma":[0.9993796,0.0001113284,0.0003194578,0.00002395621,0.00006150971,0.0001041426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001373769,0.00002271193,0.9983528,0.00000963494,0.00001472941,0.00005970664,0.0001290911,0.00002081217,0.000210472,0.000007205427,0.00002998619,0.001005383],"study_design_scores_gemma":[0.000003963989,0.0001109979,0.9992938,0.000007355281,0.00001097726,0.0002049667,0.0001304583,0.00009196149,0.00007276639,0.000006097463,0.00006525438,0.000001399244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999317,0.0003135179,0.0000184072,0.00001976939,0.000002011141,0.000004925959,0.00007146694,0.00000152442,0.0002513713],"genre_scores_gemma":[0.9997718,0.00006079039,0.000023243,0.000007648073,0.000002832795,0.000001769286,0.00004351605,2.725388e-7,0.00008815098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03625954,"threshold_uncertainty_score":0.07209694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02207103751137625,"score_gpt":0.3020692052049938,"score_spread":0.2799981676936175,"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."}}