{"id":"W4309692491","doi":"10.21203/rs.3.rs-2274148/v1","title":"Emergency Departments as Under-Utilized Venues to Provide HIV Prevention Services to Female Sex Workers in Nairobi, Kenya","year":2022,"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 Toronto","funders":"Department of Medicine, University of Toronto; University of Toronto; Ontario HIV Treatment Network","keywords":"Medicine; Attendance; Emergency department; Family medicine; Health care; Population; Logistic regression; Medical emergency; Environmental health; Nursing","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":[0.0003888113,0.0001906028,0.0001068247,0.000433837,0.001251459,0.0005626898,0.0004453305,0.0003684568,0.003275348],"category_scores_gemma":[0.0009976494,0.0002901592,0.0001063157,0.0006441133,0.0003833552,0.0005513997,0.0008001126,0.0003786094,0.0001838759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028732,"about_ca_system_score_gemma":0.001986747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06116982,"about_ca_topic_score_gemma":0.1983553,"domain_scores_codex":[0.9997054,0.00009120859,0.00003069122,0.00003041412,0.00003110415,0.0001110708],"domain_scores_gemma":[0.9993184,0.0000877392,0.0003735162,0.00001167347,0.00004442337,0.0001643156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006929388,0.0001035242,0.9843503,0.0001461992,0.00001187511,0.0005978029,0.002668452,0.00002925387,0.0005393292,0.00007767641,0.0009131567,0.01049309],"study_design_scores_gemma":[0.000009093686,0.00006995979,0.9879887,0.0001276211,0.00000903767,0.0004173186,0.010177,0.00008737672,0.00006970918,0.00001701376,0.001022003,0.000005155725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985369,0.0004159251,0.0000250802,0.0003063289,0.000006717281,0.00003539294,0.0002277294,0.000001651906,0.000444272],"genre_scores_gemma":[0.9981037,0.0008825639,0.0001485322,0.0002444634,0.00001177909,0.00003972158,0.0001586659,0.000001328263,0.0004092162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06116982,"threshold_uncertainty_score":0.1216276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07442009959125868,"score_gpt":0.4608623128495784,"score_spread":0.3864422132583197,"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."}}