{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007290172,0.0005402584,0.0007112232,0.001212509,0.004233649,0.002628327,0.002197616,0.0009277177,0.003162628],"category_scores_gemma":[0.002771038,0.001035943,0.0009484839,0.002477381,0.001233079,0.0007264865,0.002184361,0.001987488,0.0004268295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007380224,"about_ca_system_score_gemma":0.01255746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9674572,"about_ca_topic_score_gemma":0.9779817,"domain_scores_codex":[0.9986877,0.0001260413,0.00008040391,0.0003038967,0.0002847018,0.0005173797],"domain_scores_gemma":[0.9974765,0.0001377892,0.0005254474,0.0001274612,0.0007982494,0.0009345297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003161835,0.00003667203,0.9961897,0.00002185353,0.00003311535,0.00006900627,0.001901203,0.00001799544,0.00006575531,0.00001926206,0.0002963812,0.001317478],"study_design_scores_gemma":[0.000004851001,0.00003615515,0.991827,0.00005116947,0.00002794448,0.0001085784,0.007454766,0.0001114997,0.00002322949,0.00002172377,0.0003232838,0.00000982137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997635,0.0003077601,0.00005744144,0.0001599102,0.00001008653,0.00003949304,0.001118085,0.00000340135,0.0006688592],"genre_scores_gemma":[0.9980781,0.0002761,0.0001017654,0.00009001838,0.000005923313,0.00002673756,0.0005587311,0.000006769773,0.0008557909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03254277,"threshold_uncertainty_score":0.06546879,"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."}}