{"id":"W6904752903","doi":"10.14288/1.0406690","title":"Sex work community participation in criminalized environments : a community-based cohort study of occupational health impacts in Vancouver, Canada: 2010–2019","year":2022,"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":"Gee; Sex work; Odds; Generalized estimating equation; Logistic regression; Cohort study; Odds ratio; Community health; Confounding","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":[0.0007828238,0.0005874722,0.0006616444,0.001488484,0.004374437,0.001984401,0.002083137,0.0007652583,0.002277572],"category_scores_gemma":[0.001653038,0.0009245983,0.0005729459,0.004213779,0.0009212392,0.0005970898,0.001944111,0.001474724,0.0006183255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01381199,"about_ca_system_score_gemma":0.01977029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890383,"about_ca_topic_score_gemma":0.9947331,"domain_scores_codex":[0.9988362,0.00009764836,0.00009067425,0.0002398964,0.0003159104,0.0004195867],"domain_scores_gemma":[0.99809,0.00006147892,0.0002611995,0.00009203432,0.0008645333,0.0006308152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005711054,0.00006959728,0.993725,0.00007060172,0.00006549749,0.0001445281,0.001676298,0.00005316084,0.0001626453,0.00005210081,0.0013299,0.002593551],"study_design_scores_gemma":[0.00001312463,0.00003509947,0.9937091,0.0001100651,0.00004047008,0.0001089908,0.004421297,0.0002063422,0.00004197504,0.00002894418,0.001268526,0.0000160028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988383,0.0009233199,0.0001777397,0.0002634913,0.00002639059,0.0002069142,0.008363809,0.00001125046,0.001644145],"genre_scores_gemma":[0.9943981,0.0006806959,0.0002259925,0.0001771077,0.000008693627,0.0001038854,0.002778076,0.00001049198,0.001617024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01381199,"threshold_uncertainty_score":0.1002135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06926299012029614,"score_gpt":0.3770113253105862,"score_spread":0.3077483351902901,"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."}}