{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003179049,0.0001065476,0.0004510227,0.0006082273,0.000171511,0.00003578645,0.0001018483,0.00005288054,0.0004474617],"category_scores_gemma":[0.0004329387,0.00009432086,0.0002599818,0.000487783,0.00003637283,0.0005455737,0.00008870797,0.0002178788,0.00006355417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003470922,"about_ca_system_score_gemma":0.00009271358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007836217,"about_ca_topic_score_gemma":0.000005180114,"domain_scores_codex":[0.997034,0.0006152003,0.001542685,0.0001303099,0.0004747087,0.000203165],"domain_scores_gemma":[0.9987834,0.00002041321,0.0005869304,0.0003243223,0.0001940081,0.00009090446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002294021,0.00003205674,0.9682521,0.0008084276,0.00005065838,0.000003363438,0.02852516,0.0003105867,0.00002834439,0.0003844996,0.0009243334,0.000451057],"study_design_scores_gemma":[0.01225936,0.001580436,0.8057842,0.00183435,0.0001858946,0.000163757,0.1477,0.02833659,0.001140006,0.00003205808,0.000603196,0.000380244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848655,0.000005327127,0.004726516,0.00007718201,0.0001142962,0.001419008,0.0003075098,0.00006684493,0.008417785],"genre_scores_gemma":[0.9960046,5.768329e-8,0.00024862,0.00001019569,0.00003315995,0.000220769,0.0003463436,0.000007138673,0.003129068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.162468,"threshold_uncertainty_score":0.4899392,"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."}}