{"id":"W3209950613","doi":"10.21203/rs.3.rs-959373/v1","title":"Seeing pre-screened, regular clients associated with lower odds of workplace sexual violence and condom refusal amidst sex work criminalization: Findings of a community-based cohort of sex workers in Metro Vancouver, Canada (2010-2019)","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Sex work; Criminalization; Condom; Odds; Gee; Sex workers; Medicine; Cohort; Demography; Sexual violence; Generalized estimating equation; Psychology; Logistic regression; Population; Environmental health; Criminology; Human immunodeficiency virus (HIV); Family medicine; Sociology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0007809374,0.0005086072,0.0007092576,0.001138199,0.003148704,0.002259091,0.002229883,0.0008291794,0.002919432],"category_scores_gemma":[0.00347526,0.0008585786,0.0009934187,0.002187714,0.001079696,0.0005562916,0.001943247,0.001794045,0.0003558172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005344226,"about_ca_system_score_gemma":0.01000742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9492428,"about_ca_topic_score_gemma":0.9645648,"domain_scores_codex":[0.9984878,0.0001898081,0.0001059533,0.0003730279,0.0003506567,0.0004926953],"domain_scores_gemma":[0.9963996,0.0002205837,0.0008854713,0.0002222984,0.001119001,0.001152961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002921617,0.00002672511,0.9975466,0.00002046269,0.00004471581,0.00005374815,0.0008762433,0.00001661986,0.00005834724,0.00001181533,0.0002250638,0.001090384],"study_design_scores_gemma":[0.000003431167,0.0000289144,0.9965938,0.00003962727,0.00003010317,0.0000741769,0.002926095,0.00008436422,0.00001841559,0.0000128843,0.0001820563,0.000006244006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979928,0.0003201025,0.00005828277,0.0001264594,0.00001101621,0.00002612612,0.0009426447,0.000003528577,0.0005190552],"genre_scores_gemma":[0.9986472,0.0002087772,0.00007609154,0.00005764895,0.000005557075,0.0000166904,0.0004137496,0.000004998128,0.0005692757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05075717,"threshold_uncertainty_score":0.1021121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437526147081113,"score_gpt":0.3417645753508504,"score_spread":0.3073893138800392,"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."}}