{"id":"W2581790173","doi":"10.1016/s2352-3018(16)30219-3","title":"Criminal law, sex work, HIV: need for multi-level research","year":2017,"lang":"en","type":"letter","venue":"The Lancet HIV","topic":"Sex work and related issues","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute on Drug Abuse","keywords":"Sex work; Medicine; Human immunodeficiency virus (HIV); Sex workers; Demography; Female sex; Work (physics); Men who have sex with men; Gerontology; Population; Family medicine; Environmental health; Sociology; Research methodology","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":[],"consensus_categories":[],"category_scores_codex":[0.02636974,0.0009447451,0.004011625,0.001726487,0.01035346,0.01175119,0.005042064,0.09247426,0.01827263],"category_scores_gemma":[0.09716549,0.001375053,0.00277337,0.00152589,0.01543819,0.01842624,0.01104751,0.09959488,0.00691255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009339543,"about_ca_system_score_gemma":0.03757867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01828355,"about_ca_topic_score_gemma":0.04967286,"domain_scores_codex":[0.9807669,0.008496142,0.001993254,0.001580724,0.004618504,0.002544407],"domain_scores_gemma":[0.8460195,0.108647,0.00527705,0.0040394,0.01453189,0.02148521],"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":[0.00006565555,0.0001023389,0.00075085,0.0004790879,0.00006201246,0.0004307652,0.0006462135,0.00005523049,0.0001206216,0.01076802,0.9631296,0.02338952],"study_design_scores_gemma":[0.0004037884,0.0001453622,0.002140551,0.004158592,0.0001519503,0.0006993118,0.0056879,0.0004278303,0.0001585698,0.1076081,0.878193,0.0002250411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009112279,0.002506228,0.00004965907,0.9907488,0.006044716,0.000005877164,0.00001851704,0.000007885339,0.0005271578],"genre_scores_gemma":[0.001829082,0.002362771,0.0002753944,0.9635758,0.03025522,0.00004961633,0.0000212782,0.00001691076,0.00161389],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09247426,"threshold_uncertainty_score":0.1394582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3929047358421168,"score_gpt":0.4568122000664979,"score_spread":0.0639074642243811,"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."}}