{"id":"W2396041387","doi":"10.1017/s2045796016000093","title":"Mental health and human trafficking","year":2016,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Sex work and related issues","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Human trafficking; Mental health; Content (measure theory); Psychology; Computer science; Internet privacy; Computer security; Criminology; Psychiatry; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004827593,0.00007907179,0.0002010534,0.0001058193,0.003244936,0.00001683896,0.0001466101,0.0001081095,0.0000751907],"category_scores_gemma":[0.0003687724,0.00004499422,0.00002730374,0.0002879545,0.002110515,0.0001202382,0.0000248655,0.00007542325,0.000009416151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001422147,"about_ca_system_score_gemma":0.00009970454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007489408,"about_ca_topic_score_gemma":0.0002123039,"domain_scores_codex":[0.9982009,0.0007165043,0.0002390644,0.0003256963,0.0000950483,0.0004228039],"domain_scores_gemma":[0.9987825,0.0008068386,0.0001264083,0.00005732589,0.000009529411,0.0002174408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006756853,0.00002095907,0.6837009,0.000004718468,0.0000106811,2.886078e-7,0.0185322,4.567407e-7,0.000007174924,0.2128647,0.01291815,0.07193308],"study_design_scores_gemma":[0.0009428958,0.0009741645,0.1327305,0.0001262716,0.00001502574,0.00002507683,0.03432095,0.00001729022,0.00000271648,0.1796577,0.6507244,0.0004630459],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8163825,0.02807623,0.00008935589,0.1410201,0.0009442941,0.0001301166,8.656625e-7,0.00006715807,0.01328936],"genre_scores_gemma":[0.9839085,0.01124398,0.001583195,0.001974438,0.0003128091,0.000002538188,4.93567e-7,0.000002670897,0.0009713558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6378062,"threshold_uncertainty_score":0.9980527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06148587975903256,"score_gpt":0.4093871065806531,"score_spread":0.3479012268216206,"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."}}