{"id":"W2135932931","doi":"10.1186/1475-9276-12-76","title":"Benefits and constraints of intimate partnerships for HIV positive sex workers in Kibera, Kenya","year":2013,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Sex work and related issues","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Washington","keywords":"Domestic violence; Focus group; Sex work; Human immunodeficiency virus (HIV); Psychology; Environmental health; Medicine; Poison control; Social psychology; Human factors and ergonomics; Sociology; Family medicine","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":[0.001747496,0.00007681874,0.0001925976,0.0002017137,0.0001586336,0.00009711525,0.0002213856,0.00009341804,0.00007768068],"category_scores_gemma":[0.0003300578,0.00007132663,0.00005566226,0.00009110016,0.0002199436,0.0002217886,0.00003945974,0.0002026958,0.00000278825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002988528,"about_ca_system_score_gemma":0.0003237228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753876,"about_ca_topic_score_gemma":0.0007129418,"domain_scores_codex":[0.9986449,0.0001207884,0.0004892331,0.0001261574,0.0002919587,0.0003269767],"domain_scores_gemma":[0.9987453,0.0005271703,0.000259214,0.00003446461,0.0002893845,0.0001444648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004342313,0.0003890477,0.3734122,0.0001292456,0.0002158026,0.000008779011,0.09864831,0.001273554,0.00003796067,0.08005001,0.005603248,0.4397976],"study_design_scores_gemma":[0.0150609,0.00140976,0.3654934,0.008294377,0.00004291088,0.0001317987,0.2076609,0.005879619,0.0005785984,0.3721092,0.02217652,0.001161957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620413,0.000952188,0.0003605525,0.03245023,0.00108907,0.0008503298,0.00003910371,0.00001048229,0.002206729],"genre_scores_gemma":[0.9969428,0.0008047011,0.001364908,0.000335575,0.0001933769,0.00002412374,0.00001093679,0.00000679088,0.0003168184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4386357,"threshold_uncertainty_score":0.2908615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016997246392157,"score_gpt":0.4419841880628907,"score_spread":0.3402844634236751,"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."}}