{"id":"W6938961346","doi":"10.60692/2ppvj-7rv32","title":"Feasibility of conducting HIV prevention trials among key populations in Nairobi, Kenya","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"HIV vaccine; Men who have sex with men; Vaccination; Clinical trial; Observational study; Hepatitis A vaccine; Kenya; Pre-exposure prophylaxis; Human immunodeficiency virus (HIV); Hepatitis B","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":[0.1458617,0.002075148,0.001731592,0.0009595796,0.005468678,0.002759193,0.002385314,0.004189012,0.01020525],"category_scores_gemma":[0.1097891,0.001956455,0.001715176,0.0008243619,0.002781058,0.003397008,0.003659985,0.002315023,0.001687707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004245192,"about_ca_system_score_gemma":0.01828247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003091584,"about_ca_topic_score_gemma":0.008205622,"domain_scores_codex":[0.8587726,0.1261249,0.005108535,0.002484156,0.003511629,0.003998239],"domain_scores_gemma":[0.9246687,0.03425352,0.01802178,0.005880842,0.008756991,0.008418126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4863997,0.04819608,0.1121168,0.01925446,0.005596157,0.001876552,0.007403116,0.007782925,0.01673014,0.007369902,0.01035778,0.2769163],"study_design_scores_gemma":[0.3541333,0.427695,0.1459751,0.006617077,0.002649497,0.0005952609,0.002969537,0.005404823,0.006762172,0.007561545,0.03926699,0.0003697547],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.475603,0.006155937,0.01393463,0.007954149,0.001024734,0.4810599,0.002609209,0.0001965758,0.01146183],"genre_scores_gemma":[0.5997051,0.001976262,0.04214351,0.00250824,0.0003286791,0.3514991,0.0005276179,0.00001989914,0.001291616],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1458617,"threshold_uncertainty_score":0.7713994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2702603292839175,"score_gpt":0.3785121125622012,"score_spread":0.1082517832782838,"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."}}