{"id":"W1976938776","doi":"10.1097/01.olq.0000218974.77208.cc","title":"The Importance of Context: Model Projections on How Microbicide Impact Could Be Affected by the Underlying Epidemiologic and Behavioral Situation in 2 African Settings","year":2006,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Microbicide; Medicine; Microbicides for sexually transmitted diseases; Context (archaeology); Vaginal microbicide; Human immunodeficiency virus (HIV); Environmental health; Sexual transmission; Pre-exposure prophylaxis; Virology; Population; Immunology; Men who have sex with men; Syphilis; Health services; Biology","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":[0.0005873025,0.0002253707,0.0002855262,0.0001369701,0.0005002512,0.0000412097,0.0001948413,0.0001469536,0.00001252412],"category_scores_gemma":[0.00036477,0.0001332695,0.0001039262,0.0004038342,0.0007494698,0.0001383497,0.00002079421,0.0004675128,0.000001614279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064754,"about_ca_system_score_gemma":0.0001783507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009676705,"about_ca_topic_score_gemma":0.0009604162,"domain_scores_codex":[0.9980425,0.0006744435,0.0003496422,0.0004221457,0.00009116793,0.0004200885],"domain_scores_gemma":[0.9981399,0.001141872,0.0001848814,0.0003664355,0.0001407891,0.0000261835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007679341,0.001779669,0.1451991,0.00004025867,0.00021373,0.00000360271,0.0008904325,0.00215452,0.830859,0.0009824396,0.008529319,0.008579982],"study_design_scores_gemma":[0.002394297,0.001286271,0.9729613,0.00006165944,0.000232241,0.00004751435,0.004432026,0.0008529081,0.01439095,0.002248836,0.0006479501,0.0004440252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898873,0.003883361,0.0004660207,0.004133353,0.00006313576,0.0010292,0.0003774075,0.0000659314,0.00009430281],"genre_scores_gemma":[0.9990039,0.00007038484,0.00001797875,0.0001057458,0.0000131555,0.0001697194,0.000251861,0.00001935624,0.0003478473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8277622,"threshold_uncertainty_score":0.5434573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04210330275379316,"score_gpt":0.3435694779916759,"score_spread":0.3014661752378828,"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."}}