{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001847,0.0007231182,0.0006541671,0.0007028161,0.0006912971,0.00164713,0.001081889,0.001825614,0.004359548],"category_scores_gemma":[0.006806971,0.0005887765,0.001090663,0.0005507693,0.0006743646,0.001397385,0.001194638,0.001257123,0.0002055993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002585683,"about_ca_system_score_gemma":0.002767871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06460947,"about_ca_topic_score_gemma":0.03685293,"domain_scores_codex":[0.9993892,0.0003636114,0.00001421198,0.00007470928,0.00002622157,0.000132143],"domain_scores_gemma":[0.9976653,0.00163661,0.0002885315,0.00005253977,0.0002033382,0.000153672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000144982,0.000073799,0.01246161,0.00005039115,0.00005074309,0.000153143,0.00009440504,0.9765181,0.0002608656,0.007840469,0.0004677299,0.001883727],"study_design_scores_gemma":[0.00008766781,0.0001358669,0.004440188,0.00003337159,0.0000574174,0.0000596767,0.0003188078,0.9878402,0.0001268044,0.006160259,0.0007127047,0.00002687245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548284,0.0007006953,0.02611554,0.003345909,0.00006221118,0.0002019834,0.001533615,0.00006739096,0.01314412],"genre_scores_gemma":[0.9917507,0.0004166737,0.004363719,0.0001353759,0.00001404719,0.000142388,0.0002862768,0.00001127757,0.002879618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06460947,"threshold_uncertainty_score":0.1284668,"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."}}