{"id":"W2164369667","doi":"10.1186/1471-2458-10-476","title":"Violence against female sex workers in Karnataka state, south India: impact on health, and reductions in violence following an intervention program","year":2010,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Sex work and related issues","field":"Social Sciences","cited_by":257,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Saint-Sacrement; University of Manitoba","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Sexual violence; Condom; Domestic violence; Public health; Psychological intervention; Poison control; Intervention (counseling); Demography; Reproductive health; Biostatistics; Suicide prevention; Odds ratio; Occupational safety and health; Injury prevention; Population; Environmental health; Family medicine; Human immunodeficiency virus (HIV); Psychiatry; 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":[0.004502335,0.0001794739,0.0003154158,0.0005016347,0.0005723767,0.0002492346,0.0002703707,0.000196021,0.00001420018],"category_scores_gemma":[0.0004256226,0.0001598483,0.00008704777,0.001323239,0.000204919,0.0005843721,0.00003957007,0.0008911585,0.000008323226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004832066,"about_ca_system_score_gemma":0.002272271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02916393,"about_ca_topic_score_gemma":0.02485468,"domain_scores_codex":[0.9966733,0.0009373389,0.0005642879,0.0004966955,0.0003579462,0.0009703965],"domain_scores_gemma":[0.9985474,0.0001058887,0.0002519058,0.0002626213,0.0000390511,0.0007931841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001480853,0.0003646428,0.5213001,0.00003193468,0.000006507858,0.000003527033,0.04996113,0.0000297628,0.000001011787,0.00009324907,0.00002282362,0.4281705],"study_design_scores_gemma":[0.001374278,0.001042651,0.7266995,0.002479915,0.000002384293,0.000003316799,0.2643799,0.0003549338,0.000003012567,0.001259005,0.00198554,0.0004155182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945655,0.0007968399,0.00002160994,0.002447934,0.0006614152,0.001032031,0.000004919656,0.0001630108,0.0003067068],"genre_scores_gemma":[0.9972553,0.00142882,0.0007774338,0.0002310773,0.0001176353,0.0000807342,0.00003439797,0.0000183872,0.00005627325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4277549,"threshold_uncertainty_score":0.9929392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03316360587472537,"score_gpt":0.391841207438858,"score_spread":0.3586776015641326,"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."}}