{"id":"W4238124200","doi":"10.21203/rs.2.19715/v2","title":"Low program access despite high burden of sexual, structural, and reproductive health vulnerabilities among young women who sell sex in Mombasa, Kenya","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Reproductive health; Condom; Medicine; Demography; Environmental health; Gerontology; Population; Human immunodeficiency virus (HIV); Family medicine; Sociology","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":[0.000746035,0.000304839,0.0003755669,0.000974325,0.002062847,0.001045982,0.0005722258,0.0004192958,0.002822236],"category_scores_gemma":[0.002228472,0.0003690142,0.0002625285,0.001243224,0.0006327146,0.001062825,0.001511227,0.0005815742,0.0001768866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204945,"about_ca_system_score_gemma":0.002819978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1032577,"about_ca_topic_score_gemma":0.189125,"domain_scores_codex":[0.9993573,0.0001568286,0.00004322384,0.00008507584,0.00006817038,0.0002894743],"domain_scores_gemma":[0.9991325,0.0001297792,0.0003580574,0.00003039959,0.00009525852,0.0002540331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004393402,0.00005977129,0.9871581,0.0001414578,0.00005213986,0.0003281485,0.00324114,0.00003882969,0.0003329773,0.0001703703,0.0004410223,0.007992062],"study_design_scores_gemma":[0.00001053934,0.0000596565,0.988993,0.0002473665,0.00003551611,0.0002452585,0.009226304,0.0001294694,0.00009699064,0.0000948046,0.0008533761,0.000007807935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973963,0.0003925347,0.00005999906,0.0003123104,0.00000603545,0.00005390698,0.0007313415,0.000003936446,0.001043465],"genre_scores_gemma":[0.9990442,0.0002870525,0.0001142708,0.00008423591,0.000003790618,0.00005474717,0.0002511349,0.000001816938,0.0001585982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1032577,"threshold_uncertainty_score":0.2053133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06175345208195994,"score_gpt":0.4344943525046552,"score_spread":0.3727409004226953,"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."}}