{"id":"W3007667202","doi":"10.1080/17441692.2020.1724316","title":"The Ashodaya PrEP project: Lessons and implications for scaling up PrEP from a community-led demonstration project among female sex workers in Mysore, India","year":2020,"lang":"en","type":"article","venue":"Global Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"World Health Organization","keywords":"Medicine; Pre-exposure prophylaxis; Condom; Pill; Human immunodeficiency virus (HIV); Psychological intervention; Family medicine; Preparedness; Demography; Men who have sex with men; Syphilis; Nursing","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":[0.009372806,0.0005587792,0.0003547589,0.0003661237,0.004780843,0.002101675,0.002239549,0.001200529,0.003667407],"category_scores_gemma":[0.01016347,0.0003280719,0.0004483703,0.0005909433,0.001613979,0.001727487,0.003927973,0.002699472,0.0005431628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031116,"about_ca_system_score_gemma":0.02161264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03405344,"about_ca_topic_score_gemma":0.08230661,"domain_scores_codex":[0.9937713,0.004328955,0.0001533466,0.0001805161,0.0003545954,0.001211408],"domain_scores_gemma":[0.9920157,0.002556953,0.0005127483,0.0005838606,0.0009362243,0.003394414],"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":[0.001331957,0.01534073,0.1238499,0.003853919,0.0001063305,0.005276519,0.1071588,0.001495007,0.00817786,0.005782227,0.04815851,0.6794682],"study_design_scores_gemma":[0.001258347,0.02296992,0.530308,0.003659569,0.0004579056,0.002763024,0.3161813,0.002001786,0.008145557,0.00564701,0.106236,0.0003715936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340299,0.00108653,0.00250778,0.03708853,0.0003929619,0.004870641,0.0009151572,0.0001728768,0.0189356],"genre_scores_gemma":[0.97457,0.001806281,0.0115666,0.004442208,0.00008312106,0.003236041,0.000434105,0.0000339865,0.003827708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03405344,"threshold_uncertainty_score":0.06771046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133368808834176,"score_gpt":0.432918642341917,"score_spread":0.299549833507741,"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."}}