{"id":"W2946911657","doi":"10.1186/s12889-019-6673-9","title":"What determines violence among female sex workers in an intimate partner relationship? Findings from North Karnataka, south India","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Sex work and related issues","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Medical Research Council; South African Medical Research Council; Department for International Development; National Institute for Health and Care Research; Government of the United Kingdom; University of Manitoba","keywords":"Domestic violence; Medicine; Sexual violence; Demography; Context (archaeology); Poison control; Biostatistics; Sex work; Injury prevention; Occupational safety and health; Suicide prevention; Public health; Psychiatry; Human immunodeficiency virus (HIV); Environmental health; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001866676,0.0001894595,0.000327988,0.0002948833,0.0005310121,0.0006678852,0.0004957544,0.0002795484,0.0002623434],"category_scores_gemma":[0.0003275814,0.0001745467,0.00006171656,0.001103087,0.0002214059,0.002205234,0.00007397619,0.0004711586,0.0002902954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002542585,"about_ca_system_score_gemma":0.0009981523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009054839,"about_ca_topic_score_gemma":0.02163263,"domain_scores_codex":[0.9968486,0.0007463922,0.0005115292,0.0005394191,0.0004806803,0.0008733197],"domain_scores_gemma":[0.998383,0.0003842301,0.0002446991,0.0004003557,0.00007048514,0.000517264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000564649,0.00003951878,0.8955641,0.00001388639,0.000005112543,0.000002374728,0.1003229,0.00004426705,1.634053e-7,0.0001404751,0.00007104744,0.003790456],"study_design_scores_gemma":[0.0002937179,0.00003964364,0.9012224,0.0002598559,0.000002924023,1.888605e-7,0.09594569,0.0002285888,0.00000105745,0.0002580737,0.00154594,0.0002019108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961165,0.0004325411,0.00002314348,0.0008259123,0.0009316957,0.0005712266,0.000005380341,0.0001531205,0.0009405167],"genre_scores_gemma":[0.9972687,0.0002684467,0.0004284218,0.0003188098,0.0001816256,0.00002857932,0.00009093374,0.00002510287,0.001389409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01257779,"threshold_uncertainty_score":0.9975439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05348835340629487,"score_gpt":0.3420331875797543,"score_spread":0.2885448341734594,"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."}}