{"id":"W6923564673","doi":"10.14288/1.0369292","title":"Sex work and HIV incidence among people who inject drugs","year":2018,"lang":"en","type":"article","venue":"Open Collections","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Human immunodeficiency virus (HIV); Sex work; Harm reduction; Cohort; Confidence interval; Men who have sex with men; Cohort study; Cumulative incidence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004803854,0.0002398521,0.000179502,0.0008801822,0.0005704538,0.0007330578,0.0005729153,0.0002418767,0.001796708],"category_scores_gemma":[0.001674867,0.0002025548,0.0003900178,0.001179223,0.0003235358,0.0001967872,0.000441651,0.0005972366,0.0001660462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002006603,"about_ca_system_score_gemma":0.002452411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6588283,"about_ca_topic_score_gemma":0.6879982,"domain_scores_codex":[0.9996364,0.00003046579,0.00001591026,0.00004647455,0.0001556393,0.0001150191],"domain_scores_gemma":[0.999138,0.0000678708,0.0003297675,0.00004877523,0.0002100386,0.0002055822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003293368,0.00001063478,0.9981591,0.00001290845,0.00002418786,0.00001388196,0.00004393309,0.00003342227,0.0000393454,0.00001768727,0.0001127697,0.001499135],"study_design_scores_gemma":[0.000001417508,0.00001097096,0.9995432,0.00001411076,0.000009790549,0.00003353386,0.00007276193,0.0000753337,0.0000204844,0.000008501383,0.0002083989,0.000001527929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939189,0.001891519,0.00009715272,0.0001372655,0.00001419671,0.00002322876,0.002512782,0.00000903008,0.001395844],"genre_scores_gemma":[0.997471,0.0009810554,0.000101936,0.00001818141,0.00001022698,0.000005611107,0.0009118221,0.000001820798,0.0004982923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6588283,"threshold_uncertainty_score":0.6863618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210591454841292,"score_gpt":0.2938696956673614,"score_spread":0.2817637811189485,"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."}}