{"id":"W4384119959","doi":"10.1002/jia2.26109","title":"Population‐level impact of expanding PrEP coverage by offering long‐acting injectable PrEP to MSM in three high‐resource settings: a model comparison analysis","year":2023,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases; Medical Research Council","keywords":"Medicine; Emtricitabine; Pre-exposure prophylaxis; Atlanta; Human immunodeficiency virus (HIV); Population; Tenofovir; Demography; Men who have sex with men; Environmental health; Family medicine; Viral load; Antiretroviral therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008191469,0.002438664,0.002235631,0.001209167,0.0005099951,0.002050772,0.003198264,0.002556242,0.006383184],"category_scores_gemma":[0.00975828,0.001008464,0.007504239,0.0009219064,0.0007907358,0.001068831,0.001334761,0.002602121,0.0003335207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004628171,"about_ca_system_score_gemma":0.003767484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05220286,"about_ca_topic_score_gemma":0.02151569,"domain_scores_codex":[0.996814,0.002330603,0.00007931513,0.0003192555,0.00009462525,0.0003623906],"domain_scores_gemma":[0.9850735,0.01250478,0.0009805406,0.0002775824,0.000644482,0.0005191603],"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":[0.005571084,0.001066303,0.01422796,0.0002883328,0.002957498,0.0002194931,0.00006848865,0.9702949,0.0004301862,0.00144825,0.000658349,0.002769174],"study_design_scores_gemma":[0.003037203,0.004449833,0.01168015,0.00008023291,0.003621722,0.00008555171,0.0001687463,0.9742177,0.0004648403,0.001629648,0.000483665,0.00008058766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853441,0.001142071,0.006074782,0.00076258,0.00007217652,0.0004659558,0.003041501,0.0000990165,0.002997848],"genre_scores_gemma":[0.9931569,0.0003756673,0.003010791,0.0001352274,0.00001821503,0.0004831172,0.001227456,0.00001511347,0.001577545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05220286,"threshold_uncertainty_score":0.103798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04134042727604974,"score_gpt":0.380504495137554,"score_spread":0.3391640678615042,"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."}}