{"id":"W2112749996","doi":"10.1136/bmj.h4011","title":"Caring for sex workers","year":2015,"lang":"en","type":"review","venue":"BMJ","topic":"Sex work and related issues","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sex workers; Flexibility (engineering); Female sex; Reproductive health; Medicine; Sex work; Family medicine; Psychology; Environmental health; Population; Management; Human immunodeficiency virus (HIV); Research methodology","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":[0.001108705,0.0001303197,0.0005962793,0.0000541129,0.0002241297,0.00006244582,0.0002631653,0.0004265994,0.0000442146],"category_scores_gemma":[0.0002047211,0.00009867473,0.0002547147,0.0002268085,0.00007530474,0.000028047,0.00003055247,0.000163934,0.0001676002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127248,"about_ca_system_score_gemma":0.0006340991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003766741,"about_ca_topic_score_gemma":0.00003114532,"domain_scores_codex":[0.9989716,0.0001394988,0.0002339428,0.0001838897,0.0002091816,0.0002618713],"domain_scores_gemma":[0.9993718,0.0001683936,0.0001443231,0.0001548529,0.00005350215,0.0001071496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[4.500094e-7,0.00000326117,0.000004009351,0.0005143722,0.00005505083,0.000001931736,0.004063935,3.730222e-7,2.253605e-10,0.0001305906,0.1150331,0.8801929],"study_design_scores_gemma":[0.00003767043,0.000005929609,7.970152e-8,0.003289878,0.0002084747,8.085727e-7,0.003539202,3.80085e-7,6.828003e-9,0.0001957437,0.9925711,0.0001507184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.143195e-7,0.8626109,0.000006374268,0.0001466043,0.001033745,0.0009347802,0.000001396124,0.00006679286,0.1351991],"genre_scores_gemma":[8.517116e-7,0.9313724,0.0002919388,0.00001238906,0.001924302,0.0001171362,0.00001633766,0.00002211709,0.06624253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8800422,"threshold_uncertainty_score":0.4023838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1395025761862033,"score_gpt":0.4576847477074291,"score_spread":0.3181821715212257,"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."}}