{"id":"W2108057597","doi":"10.1136/sextrans-2011-050184","title":"The future role of rectal and vaginal microbicides to prevent HIV infection in heterosexual populations: implications for product development and prevention","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Microbicides for sexually transmitted diseases; Medicine; Population; Physiology; Human immunodeficiency virus (HIV); Sexual intercourse; Gynecology; Immunology; Environmental health; Health services","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":[0.0005495122,0.0001761156,0.0001906636,0.0003658905,0.0006382408,0.0000253737,0.00008563737,0.0001202435,0.00001599559],"category_scores_gemma":[0.0001196856,0.0001505361,0.00004391654,0.0004658104,0.0001853633,0.0002164134,0.00003759129,0.0002652628,0.000007442569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007264713,"about_ca_system_score_gemma":0.000129345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002805463,"about_ca_topic_score_gemma":0.004000778,"domain_scores_codex":[0.9985546,0.0002072901,0.0004628603,0.0004399812,0.00003507933,0.0003001764],"domain_scores_gemma":[0.999226,0.0001287507,0.0001023095,0.0002764371,0.000231086,0.00003542735],"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":[0.0002385945,0.001590268,0.3296393,0.00008547297,0.0002915675,1.178034e-7,0.006624171,0.00003844992,0.3939247,0.006427616,0.0001389652,0.2610008],"study_design_scores_gemma":[0.000552283,0.0006009094,0.9185135,0.00002755482,0.00003740747,0.0000848439,0.0005416285,0.000002032503,0.0638615,0.003133929,0.01246214,0.0001822781],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904682,0.001545354,0.005158793,0.000448774,0.000310924,0.001844077,0.00003024802,0.00006028402,0.0001333628],"genre_scores_gemma":[0.99604,0.0001635972,0.002282642,0.00001043252,0.00004624451,0.001026358,0.00008227274,0.00002108224,0.0003273573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5888742,"threshold_uncertainty_score":0.6138684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03086187274506033,"score_gpt":0.3053143596741814,"score_spread":0.2744524869291211,"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."}}