{"id":"W4405032873","doi":"10.1186/s12873-024-01130-7","title":"Human trafficking screening in Saskatoon Emergency Departments: What can be learned from high-risk patient presentations?","year":2024,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Complaint; Emergency department; Thematic analysis; Human trafficking; Medical emergency; Family medicine; Suicide prevention; Poison control; Qualitative research; Psychiatry","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":[0.005831429,0.0002819287,0.0003166738,0.0009522653,0.001837782,0.00219226,0.001075911,0.0006731184,0.002172004],"category_scores_gemma":[0.03566702,0.0003156406,0.0002637061,0.002019847,0.00178113,0.003079469,0.002441716,0.001130932,0.0002149601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0049604,"about_ca_system_score_gemma":0.01591483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0534468,"about_ca_topic_score_gemma":0.1819148,"domain_scores_codex":[0.9952725,0.002872033,0.0004735575,0.0002109118,0.0005898382,0.0005813048],"domain_scores_gemma":[0.9835248,0.008498021,0.003964835,0.0004180454,0.002203219,0.001390948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001471634,0.0002618642,0.6643685,0.004469854,0.0000915268,0.004598602,0.1539573,0.0002307587,0.0006606923,0.001018336,0.0190829,0.1511125],"study_design_scores_gemma":[0.00002133763,0.0001860123,0.448668,0.006708529,0.0000570883,0.002263046,0.5207765,0.0002620875,0.0003378352,0.0009164659,0.01974189,0.00006116964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448675,0.009451841,0.0005291852,0.03906327,0.0002811847,0.0001650825,0.0005655038,0.00002463137,0.005051909],"genre_scores_gemma":[0.9857236,0.009813084,0.0008599342,0.002922877,0.00009712624,0.0001017452,0.0002203217,0.00000708957,0.0002541476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9465532,"threshold_uncertainty_score":0.1062714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07225558831744376,"score_gpt":0.3727296215546632,"score_spread":0.3004740332372194,"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."}}