{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009325089,0.0001257998,0.0002370135,0.0001689372,0.00008785374,0.00002958355,0.00004212173,0.00008896626,0.00290026],"category_scores_gemma":[0.00006393813,0.0001159908,0.00004351712,0.0007222281,0.00007238588,0.00009519119,0.00001615705,0.000437432,0.0000972441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005567053,"about_ca_system_score_gemma":0.00009575441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001037072,"about_ca_topic_score_gemma":0.0002167742,"domain_scores_codex":[0.9989919,0.00004514514,0.0002142805,0.0002845733,0.0001940496,0.000270063],"domain_scores_gemma":[0.9994251,0.00008005292,0.00001458952,0.0001033416,0.00006999221,0.0003069536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001067786,0.0008615627,0.9141039,0.0006603607,0.000368834,0.0003287441,0.004422978,0.0001727541,0.01526514,0.001239777,0.008039115,0.05346905],"study_design_scores_gemma":[0.005739007,0.001281191,0.9577688,0.00003880159,0.0001343128,0.00009078141,0.0006012248,0.009863107,0.0007841816,0.0001342044,0.02329477,0.0002696383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7877027,0.000236539,0.002776923,0.01300491,0.00004668184,0.0007073727,0.00003608334,0.0002699249,0.1952189],"genre_scores_gemma":[0.9982903,0.0001097226,0.00008831429,0.0007716065,0.0001144021,0.00003431287,0.00005644967,0.00002028136,0.0005146078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2105876,"threshold_uncertainty_score":0.9980112,"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."}}