{"id":"W6923622404","doi":"10.14288/1.0412764","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":2022,"lang":"en","type":"article","venue":"Open Collections","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Condom; Sex work; Gee; Odds; Poison control; Generalized estimating equation; Sexual violence; Logistic regression; Occupational safety and health; Cohort","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006973032,0.0001465027,0.0004825986,0.0001478094,0.0006447628,0.00002876713,0.0002128977,0.0000489183,0.0001518064],"category_scores_gemma":[0.0000910463,0.0001488155,0.00003244273,0.001905805,0.0001111873,0.00008752575,0.000232626,0.0004033248,1.966684e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000719443,"about_ca_system_score_gemma":0.0009156994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8227531,"about_ca_topic_score_gemma":0.7441412,"domain_scores_codex":[0.9983148,0.0004039844,0.0004357703,0.0001866039,0.0004634876,0.0001953471],"domain_scores_gemma":[0.9988006,0.0003362635,0.0002922594,0.0003400536,0.0001514338,0.00007936972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004695227,0.000945147,0.9060193,0.00009879885,0.0003318099,0.00002421782,0.0005460032,0.006533099,0.0001289952,0.000001620988,0.08044305,0.0002327226],"study_design_scores_gemma":[0.04200552,0.01331655,0.7855498,0.007352589,0.002923914,0.0000421302,0.1237689,0.007265983,0.007814537,0.00005790128,0.008388803,0.001513436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976389,0.00007905783,0.0001836891,0.00008076231,0.0001478256,0.0009575225,0.00014083,0.000009822702,0.0007616326],"genre_scores_gemma":[0.9909562,0.000008450161,0.0002312703,0.0002892151,0.000004987004,0.00008729563,0.0001749861,0.00002163274,0.008225986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1232229,"threshold_uncertainty_score":0.6068522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459813553913619,"score_gpt":0.2499237576600762,"score_spread":0.23532562212094,"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."}}