{"id":"W4249393453","doi":"10.21203/rs.2.19715/v1","title":"Low program access despite high burden of sexual, structural, and reproductive health vulnerabilities among young women who sell sex in Kenya","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Reproductive health; Environmental health; Demography; Medicine; Sociology; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006598419,0.0001629701,0.0002872991,0.0006512279,0.002468072,0.001058787,0.0004557347,0.0005166218,0.00554392],"category_scores_gemma":[0.003472788,0.0003004473,0.00018184,0.001075942,0.0008259967,0.001313977,0.00169683,0.0009106108,0.0002518707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0013234,"about_ca_system_score_gemma":0.003101584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1273892,"about_ca_topic_score_gemma":0.2488262,"domain_scores_codex":[0.9992135,0.000178398,0.00003564048,0.0000697389,0.00006442786,0.0004382674],"domain_scores_gemma":[0.9987569,0.0002360363,0.0004157595,0.00003382643,0.0001200519,0.0004374494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001735793,0.0002232061,0.9756979,0.00014928,0.00004127056,0.0004145632,0.009275553,0.00004902071,0.0006164582,0.0009800954,0.001035518,0.01134358],"study_design_scores_gemma":[0.00001609312,0.00007908927,0.9804401,0.0002100869,0.00002895086,0.0001563036,0.017641,0.0001070358,0.00009368145,0.0002870387,0.0009301174,0.0000104962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972812,0.0002165844,0.00003612825,0.0005664378,0.00000695297,0.00003080453,0.0003052652,0.000001685924,0.001554867],"genre_scores_gemma":[0.9991518,0.0001815521,0.00006195431,0.00009598691,0.000003476596,0.00002956919,0.0001036937,0.000001945707,0.0003699189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1273892,"threshold_uncertainty_score":0.2532954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0492044191916838,"score_gpt":0.4326935164244206,"score_spread":0.3834890972327368,"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."}}