{"id":"W2164695997","doi":"10.1136/bmjopen-2014-005191","title":"Criminalisation of clients: reproducing vulnerabilities for violence and poor health among street-based sex workers in Canada—a qualitative study","year":2014,"lang":"en","type":"article","venue":"BMJ Open","topic":"Sex work and related issues","field":"Social Sciences","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Positive Living Society of British Columbia; St. Paul's Hospital","funders":"National Institute on Drug Abuse; National Institutes of Health; Ministry of Health, British Columbia","keywords":"Sex work; Medicine; Sex workers; Thematic analysis; Law enforcement; Criminology; Qualitative research; Sexual violence; Enforcement; Occupational safety and health; Transactional sex; Human immunodeficiency virus (HIV); Environmental health; Family medicine; Nursing; Population; Psychology; Sociology; Law; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007112782,0.00007073549,0.0002437916,0.00004597416,0.0002546931,0.00004236517,0.0002034376,0.00003032579,0.00001026644],"category_scores_gemma":[0.001290667,0.00006319884,0.00001378223,0.0001708609,0.0001330118,0.0001366512,0.00004284193,0.00006631982,1.569188e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002316884,"about_ca_system_score_gemma":0.001270762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913587,"about_ca_topic_score_gemma":0.9819047,"domain_scores_codex":[0.9975792,0.001321733,0.0003542514,0.0002911995,0.0002572973,0.0001963307],"domain_scores_gemma":[0.9987258,0.0007137029,0.0002256898,0.0001851569,0.00008556834,0.00006410997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007772034,0.00005726937,0.4898335,0.00005487332,0.0000103399,2.706387e-7,0.501987,0.0003593723,5.363427e-7,0.0001438123,0.0002279919,0.007247254],"study_design_scores_gemma":[0.0005404276,0.000182919,0.06753435,0.0005597481,0.00000659397,1.445535e-8,0.9301482,0.0002842714,0.00003184445,0.000544151,0.00008078211,0.00008669106],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936975,0.00005995624,0.0000555833,0.001152657,0.000100718,0.004528701,0.000003356887,0.000006358626,0.0003951414],"genre_scores_gemma":[0.9989673,0.00000699253,0.0004291906,0.000130194,0.0000337453,0.0002871759,0.00000517323,0.000005792424,0.0001344398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4281611,"threshold_uncertainty_score":0.2577174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0934923987385899,"score_gpt":0.4546332722878176,"score_spread":0.3611408735492277,"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."}}