{"id":"W2529822984","doi":"","title":"Human Trafficking Identification and Service Provision in the Medical and Social Service Sectors.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Sex work and related issues","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Identification (biology); Intervention (counseling); Human trafficking; Service (business); Human services; Process (computing); Public relations; Business; Political science; Criminology; Medicine; Sociology; Nursing; Computer science; Law; Marketing","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":[0.001607456,0.0000528646,0.00006968682,0.0000394264,0.0004696055,0.00009674736,0.00016413,0.0001395115,0.00001956603],"category_scores_gemma":[0.00008962838,0.00002979257,0.00000966878,0.0002576763,0.0001042718,0.0001412398,0.0000295795,0.00009275389,0.000003935217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002548057,"about_ca_system_score_gemma":0.00002048974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009851495,"about_ca_topic_score_gemma":0.00544546,"domain_scores_codex":[0.9989358,0.0002281082,0.0001309578,0.0001551547,0.0003439423,0.0002060022],"domain_scores_gemma":[0.9996931,0.0001096898,0.00004753978,0.00005646701,0.00003932489,0.0000539083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001521267,0.00009284962,0.01103109,0.0000601875,0.00001984522,0.000010703,0.3387541,2.456795e-7,0.0002234362,0.00435032,0.0005485512,0.6448934],"study_design_scores_gemma":[0.0005807109,0.000004893316,0.953847,0.00004007841,0.00001655885,0.000003109915,0.02530295,0.00001701148,0.00003905082,0.001698549,0.01832036,0.0001297292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378691,0.000173265,0.000002695904,0.06031106,0.00009511259,0.0003259552,3.261032e-7,0.00003456443,0.001187939],"genre_scores_gemma":[0.9985721,0.00007376065,0.000001635764,0.0008175221,0.0002395823,0.00009585227,0.000001228481,0.000004641925,0.0001936851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9428159,"threshold_uncertainty_score":0.3611873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02749530255524999,"score_gpt":0.2880610453946398,"score_spread":0.2605657428393898,"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."}}