{"id":"W3008558624","doi":"10.1186/s12954-020-00357-4","title":"Exposure to HIV risks among young people who use drugs (YPUD) in three cities in Vietnam: time to develop targeted interventions","year":2020,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Psychological intervention; Heroin; Condom; Harm reduction; Ecstasy; Demography; Environmental health; Human immunodeficiency virus (HIV); Family medicine; Psychiatry; Syphilis; Drug","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006545749,0.0002641263,0.0005540378,0.0007472367,0.0001654117,0.0001570248,0.0002095324,0.0001289231,0.001642092],"category_scores_gemma":[0.001391186,0.0002642195,0.0001482954,0.001965508,0.00004724856,0.0005814342,0.0001148333,0.001004934,0.0006969848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004319078,"about_ca_system_score_gemma":0.0003016102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001869822,"about_ca_topic_score_gemma":0.0001755377,"domain_scores_codex":[0.9974247,0.0002034302,0.0009841605,0.000402763,0.0005071397,0.000477771],"domain_scores_gemma":[0.998301,0.00004075677,0.0002061623,0.0002238795,0.0003928082,0.000835366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001164192,0.0004684881,0.2970166,0.0002428253,0.0002063183,0.0002886412,0.5561947,0.005157689,0.01510997,0.00002857617,0.1148135,0.009308534],"study_design_scores_gemma":[0.002877447,0.0006550312,0.8273498,0.001312802,0.00010341,0.0006639875,0.1622314,0.0006976834,0.001251862,0.00007314445,0.002299099,0.0004843034],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816482,0.0001486235,0.001993858,0.01442764,0.0004792203,0.0006567253,0.00002837405,0.00008362768,0.0005337279],"genre_scores_gemma":[0.9917718,0.0000470196,0.003141615,0.000407945,0.0006979491,0.00005954695,0.00003625661,0.00006053893,0.003777313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5303332,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06753412126553762,"score_gpt":0.331548486251854,"score_spread":0.2640143649863164,"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."}}