{"id":"W4318931954","doi":"10.1097/qad.0000000000003484","title":"HIV acquisition prior to entry into formal sex work: inference from next-generation viral sequencing","year":2023,"lang":"en","type":"article","venue":"AIDS","topic":"Sex work and related issues","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; Public Health Agency of Canada; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Sex work; Confidence interval; Demography; Medicine; Human immunodeficiency virus (HIV); Viral load; Interquartile range; Dried blood spot; Genotyping; Immunology; Biology; Internal medicine; Genetics; Genotype","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.009079232,0.0006876155,0.0008332275,0.001698423,0.0006093404,0.001611783,0.000969122,0.001046481,0.002552174],"category_scores_gemma":[0.0410577,0.0006918408,0.001507153,0.001750611,0.000552516,0.001416814,0.001219028,0.001687779,0.0005970516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003861931,"about_ca_system_score_gemma":0.0006722148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008693524,"about_ca_topic_score_gemma":0.007063859,"domain_scores_codex":[0.9951012,0.002597872,0.0002685451,0.001365216,0.0003036342,0.0003634862],"domain_scores_gemma":[0.9746398,0.02039541,0.003028758,0.001110414,0.0003850492,0.0004405701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003225601,0.00006708092,0.971643,0.0002185884,0.000840969,0.0003781796,0.0002745904,0.009336133,0.0007521966,0.001254631,0.0007976118,0.01411449],"study_design_scores_gemma":[0.0001514627,0.0003772553,0.7527813,0.0007052763,0.001639798,0.001719017,0.001318238,0.2124847,0.001690894,0.02085986,0.006179072,0.00009313815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9215097,0.002858785,0.06425332,0.0009521257,0.0001091787,0.0001636292,0.007713907,0.000161267,0.002278036],"genre_scores_gemma":[0.9851978,0.0006536618,0.01060246,0.0002881712,0.00005193335,0.00006879979,0.002818714,0.00002113837,0.0002972274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009079232,"threshold_uncertainty_score":0.04801613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04533368916988682,"score_gpt":0.3153203444978071,"score_spread":0.2699866553279203,"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."}}