{"id":"W2915432360","doi":"10.1371/journal.pone.0212315","title":"Mapping and size estimates of female sex workers in Cameroon: Toward informed policy for design and implementation in the national HIV program","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sex work and related issues","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"World Bank Group","keywords":"Poisson regression; Demography; Female sex; Population; Human immunodeficiency virus (HIV); Geography; Psychological intervention; Cross-sectional study; Sex work; Medicine; Socioeconomics; Environmental health; Statistics; Mathematics; Family medicine; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03540817,0.0008838157,0.000503467,0.003769516,0.001346682,0.001923055,0.002563286,0.0008508077,0.003839889],"category_scores_gemma":[0.1077604,0.0006024144,0.0005294608,0.003200609,0.001235551,0.003542231,0.00386782,0.0008914597,0.0003176971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004672202,"about_ca_system_score_gemma":0.01133121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04012713,"about_ca_topic_score_gemma":0.03629888,"domain_scores_codex":[0.9745598,0.02229651,0.0006098397,0.0006722005,0.00103713,0.0008245836],"domain_scores_gemma":[0.9601203,0.02582231,0.00594652,0.001967325,0.004940644,0.001202913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004688057,0.0005394686,0.444252,0.002071421,0.0001772558,0.0005788438,0.01854791,0.03828299,0.002208078,0.01789782,0.01211694,0.4628585],"study_design_scores_gemma":[0.0003350427,0.002392061,0.5859212,0.007580126,0.0003375578,0.000547838,0.08560839,0.2084663,0.004799098,0.05899275,0.04476893,0.0002506333],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6453171,0.004087557,0.2851517,0.02202453,0.0003210051,0.01356624,0.005133976,0.0004151778,0.02398256],"genre_scores_gemma":[0.8046414,0.001397849,0.1804844,0.0005853432,0.00005667738,0.01069573,0.001010547,0.00002555968,0.00110244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04012713,"threshold_uncertainty_score":0.1872585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07706670914365796,"score_gpt":0.3691149063211537,"score_spread":0.2920481971774957,"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."}}