{"id":"W2954201594","doi":"10.12688/gatesopenres.13042.2","title":"Community Inclusion in PrEP Demonstration Projects: Lessons for Scaling Up","year":2019,"lang":"en","type":"preprint","venue":"Gates Open Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut National de Santé Publique du Québec; Centre hospitalier de l'Université Laval; University of Manitoba","funders":"Styrelsen för Internationellt Utvecklingssamarbete; Bill and Melinda Gates Foundation","keywords":"Pre-exposure prophylaxis; Inclusion (mineral); Community engagement; Tenofovir; Human immunodeficiency virus (HIV); Public relations; Medical education; Medicine; Political science; Family medicine; Sociology; Social science; Men who have sex with men","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":[0.08353534,0.002065733,0.001177451,0.001634669,0.01155501,0.01222943,0.007410822,0.01028978,0.0167884],"category_scores_gemma":[0.1013649,0.001073958,0.001723848,0.001861271,0.006283524,0.01575209,0.01766132,0.01209244,0.004401026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00737463,"about_ca_system_score_gemma":0.03783559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134535,"about_ca_topic_score_gemma":0.0188477,"domain_scores_codex":[0.9429242,0.04224573,0.002064809,0.001493152,0.005726393,0.005545808],"domain_scores_gemma":[0.8641646,0.06526105,0.002652472,0.01314256,0.0145209,0.0402585],"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":[0.0003991461,0.006657525,0.0074939,0.00283665,0.00008289739,0.004244272,0.03755492,0.002410661,0.001739802,0.02603379,0.1840333,0.7265132],"study_design_scores_gemma":[0.001489199,0.005087229,0.01439943,0.008086616,0.0001183028,0.001810438,0.1278487,0.003420699,0.002643743,0.09819105,0.7364832,0.0004215322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1070346,0.01171216,0.06439719,0.7170371,0.007315119,0.01702753,0.0006085858,0.002542688,0.0723251],"genre_scores_gemma":[0.4923542,0.01752824,0.3931719,0.04282416,0.001795411,0.02284662,0.001028922,0.001321322,0.02712917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08353534,"threshold_uncertainty_score":0.4417824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3849715559882465,"score_gpt":0.554087521250834,"score_spread":0.1691159652625875,"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."}}