{"id":"W4235118995","doi":"10.21203/rs.2.19715/v3","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto; St. Michael's Hospital","funders":"University of Toronto","keywords":"Reproductive health; Environmental health; Economic growth; Medicine; Political science; Business; Economics; 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":[0.0007366521,0.0003125643,0.0003755304,0.0009756795,0.002104485,0.00109545,0.0005694792,0.0004391259,0.002735764],"category_scores_gemma":[0.002171806,0.0003843745,0.0002753319,0.001278861,0.0006645626,0.001102328,0.001550346,0.0006057878,0.0001716293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168651,"about_ca_system_score_gemma":0.002742439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1005833,"about_ca_topic_score_gemma":0.1863817,"domain_scores_codex":[0.9993753,0.0001462468,0.00004068679,0.0000816812,0.00006665722,0.0002893291],"domain_scores_gemma":[0.9991626,0.0001208696,0.0003435822,0.00002944241,0.0000918835,0.0002516246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003986458,0.00005822575,0.9886436,0.000115056,0.00004495048,0.0002964136,0.003270523,0.0000328792,0.0003083455,0.0001466121,0.0003619982,0.006681494],"study_design_scores_gemma":[0.00000873547,0.00005621649,0.9889043,0.0002047496,0.00003112912,0.0002162546,0.009609312,0.0001095482,0.00008759818,0.00008209961,0.0006832046,0.000007013246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978393,0.0003317055,0.00004836545,0.000264467,0.000005301326,0.00004478199,0.0005806484,0.000003106933,0.0008823086],"genre_scores_gemma":[0.9991508,0.000260572,0.00009456195,0.00007504482,0.000003470977,0.00004687558,0.0002204998,0.00000162373,0.0001466445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005833,"threshold_uncertainty_score":0.1999956,"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."}}