{"id":"W4412636709","doi":"10.1080/23322705.2025.2534773","title":"A Multidisciplinary Scoping Review of Interventions to Support Victims of Human Trafficking","year":2025,"lang":"en","type":"article","venue":"Journal of Human Trafficking","topic":"Sex work and related issues","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University; Ottawa Hospital","funders":"","keywords":"Multidisciplinary approach; Psychological intervention; Human trafficking; Medicine; Psychology; Political science; Criminology; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.002019708,0.0001352259,0.0006336176,0.0005621182,0.000465822,0.00003498431,0.0004595481,0.0001029666,0.0005957282],"category_scores_gemma":[0.0002373152,0.0001228198,0.0005275305,0.0006810132,0.0001845716,0.000162171,0.00007632304,0.0002878326,0.000004064734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008406182,"about_ca_system_score_gemma":0.000224214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003585407,"about_ca_topic_score_gemma":0.0002201711,"domain_scores_codex":[0.9975033,0.000225167,0.001420108,0.0001545402,0.0004422801,0.0002545756],"domain_scores_gemma":[0.9982769,0.0001233126,0.001002088,0.0001623573,0.0003263335,0.0001089751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002126494,0.005660455,0.02129818,0.1259705,0.00246724,0.0004211834,0.6457306,0.004343059,0.03099903,0.02758724,0.02720808,0.1081019],"study_design_scores_gemma":[0.001386162,0.001401214,0.00382133,0.9449458,0.0007092227,0.00001810843,0.04300965,0.0000140854,0.002798848,0.0003821592,0.001081041,0.0004323775],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421657,0.02686684,0.000308721,0.0007264539,0.0005740612,0.0006122383,7.931902e-7,0.00005100711,0.02869423],"genre_scores_gemma":[0.9961088,0.001981182,0.0005344526,0.00004968589,0.0001441021,0.000002979803,0.000001265728,0.00001949389,0.001158004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8189753,"threshold_uncertainty_score":0.6522806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565528702524008,"score_gpt":0.438691430394531,"score_spread":0.3821385601421302,"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."}}