{"id":"W4254253391","doi":"10.12688/gatesopenres.13042.1","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":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval; University of Manitoba","funders":"Bill and Melinda Gates Foundation","keywords":"Pre-exposure prophylaxis; Inclusion (mineral); Community engagement; Tenofovir; Human immunodeficiency virus (HIV); Public relations; Foundation (evidence); Medical education; Medicine; Political science; Sociology; Family medicine; 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":[0.0493985,0.001527032,0.0007781219,0.001250545,0.008834673,0.009711049,0.005419156,0.007956318,0.01638635],"category_scores_gemma":[0.06694718,0.0007883992,0.001256278,0.001380256,0.004166648,0.01180318,0.01333706,0.00974575,0.0044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005758993,"about_ca_system_score_gemma":0.02652559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009652369,"about_ca_topic_score_gemma":0.01856717,"domain_scores_codex":[0.9706374,0.02155147,0.0009043603,0.0007290381,0.003040207,0.003137386],"domain_scores_gemma":[0.9259036,0.03426921,0.001321232,0.00586472,0.008178269,0.02446302],"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":[0.0002644254,0.004792522,0.005328022,0.002100969,0.00005342999,0.003097669,0.02349706,0.00223334,0.001183458,0.03308143,0.2742663,0.6501014],"study_design_scores_gemma":[0.000868713,0.002902416,0.01069735,0.005242809,0.00006699102,0.001222279,0.07826061,0.0027282,0.001939388,0.08853662,0.8072898,0.0002448286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08634901,0.01149611,0.05685588,0.7339974,0.007669225,0.01149516,0.0006960901,0.002144496,0.0892967],"genre_scores_gemma":[0.4992926,0.02135752,0.3645056,0.04723223,0.001975709,0.01783062,0.00146176,0.00131556,0.04502852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0493985,"threshold_uncertainty_score":0.2612473,"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."}}