{"id":"W2510551007","doi":"10.7448/ias.19.1.20942","title":"Potential impact of pre‐exposure prophylaxis for female sex workers and men who have sex with men in Bangalore, India: a mathematical modelling study","year":2016,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; National Institute for Health Research Health Protection Research Unit; Bill and Melinda Gates Foundation","keywords":"Medicine; Demography; Condom; Pre-exposure prophylaxis; Female sex; Men who have sex with men; Sex work; Population; Sex workers; Human immunodeficiency virus (HIV); Gerontology; Gynecology; Environmental health; Immunology; Syphilis; Research methodology; Internal medicine","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":[0.00162415,0.001211429,0.001423197,0.00122841,0.0006518519,0.002143114,0.0018077,0.001625239,0.005174769],"category_scores_gemma":[0.003388735,0.0007570534,0.00284379,0.0009018007,0.0007890249,0.0008097994,0.001353799,0.001396108,0.0004764594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003500106,"about_ca_system_score_gemma":0.003653582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1134432,"about_ca_topic_score_gemma":0.04907411,"domain_scores_codex":[0.999307,0.0002882743,0.00002792158,0.00006814797,0.00005380697,0.0002547586],"domain_scores_gemma":[0.9957918,0.00317609,0.0004207255,0.00007808146,0.0003423968,0.000190941],"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":[0.0001753833,0.0001341863,0.01244868,0.0001649133,0.0001550874,0.0003847786,0.0001087646,0.9775658,0.0002388231,0.005067939,0.001198851,0.002356838],"study_design_scores_gemma":[0.00005721734,0.0001692194,0.005032556,0.00007768479,0.0001484442,0.0001463658,0.0002541758,0.9915714,0.0001196561,0.001524187,0.0008658541,0.00003316593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262117,0.003844831,0.02972864,0.00378268,0.000123355,0.0002879504,0.003170632,0.0001551651,0.03269496],"genre_scores_gemma":[0.9850388,0.00116698,0.003502483,0.0001898395,0.00003191669,0.0001591003,0.0006519795,0.00002593468,0.00923309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134432,"threshold_uncertainty_score":0.2255657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783851333398289,"score_gpt":0.3210848973625765,"score_spread":0.3032463840285936,"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."}}