{"id":"W4417036145","doi":"10.1136/bmjopen-2024-094447","title":"Canadian cross-sectional survey of healthcare, social and community service providers’ capacity to respond to sex trafficked persons","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Women's College Hospital","funders":"","keywords":"Service (business); Service provider; Sex work; Sex trafficking; Sex education; Social work; Suicide prevention; Human factors and ergonomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002083849,0.0002346981,0.0002474902,0.0013625,0.002132409,0.0007927698,0.00101123,0.0004696216,0.004165374],"category_scores_gemma":[0.006143109,0.0004022049,0.0003933974,0.003686938,0.0007375171,0.0004631048,0.0008619328,0.0006917033,0.0005406198],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0155181,"about_ca_system_score_gemma":0.02368704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9762264,"about_ca_topic_score_gemma":0.9846454,"domain_scores_codex":[0.9976504,0.0002663328,0.0001893581,0.0002080325,0.001142273,0.0005434939],"domain_scores_gemma":[0.9930142,0.000509973,0.001470693,0.0001577531,0.003453173,0.001394306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005197623,0.00008829303,0.986632,0.0001364923,0.00002616998,0.00007504181,0.00259266,0.00007071086,0.0002225541,0.00007046179,0.004184798,0.005848832],"study_design_scores_gemma":[0.000006734589,0.00002932277,0.994408,0.00003263936,0.000005495044,0.00003216081,0.003566109,0.00009255589,0.00003357911,0.000008576449,0.001775681,0.000009187875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783182,0.0002619179,0.0001331116,0.0008126456,0.00001517805,0.0003721697,0.01353069,0.00001530106,0.00654076],"genre_scores_gemma":[0.9937499,0.0005678484,0.0004216423,0.000448052,0.000006989112,0.0001818105,0.003419039,0.000004792486,0.001199979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9844819,"threshold_uncertainty_score":0.1125922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2079845640409408,"score_gpt":0.4706664331576589,"score_spread":0.2626818691167182,"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."}}