{"id":"W2019554379","doi":"10.4172/2155-6113.s4-e001","title":"Are Low- and Middle-Income Countries Repeating Mistakes Made by High-Income Countries in the Control of HIV for Men who have Sex with Men?","year":2012,"lang":"en","type":"article","venue":"Journal of AIDS & Clinical Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Low and middle income countries; Human immunodeficiency virus (HIV); High income countries; Developing country; Men who have sex with men; Low income; Demography; Environmental health; Demographic economics; Economic growth; Virology; Economics; Syphilis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009189629,0.0005483595,0.0008431921,0.001174771,0.004024053,0.007784483,0.002065035,0.006151884,0.007293467],"category_scores_gemma":[0.04117115,0.0003985524,0.0003512897,0.003232057,0.004635098,0.007983874,0.003329166,0.004152367,0.001589994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360336,"about_ca_system_score_gemma":0.005295888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02329629,"about_ca_topic_score_gemma":0.02943736,"domain_scores_codex":[0.9942213,0.002536074,0.0003960088,0.0003763451,0.001552593,0.0009177017],"domain_scores_gemma":[0.9855027,0.003180663,0.004001883,0.0007523211,0.002864219,0.003698256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003631346,0.0003746415,0.174614,0.002071209,0.0002079218,0.001502173,0.03621821,0.0001214868,0.0002454255,0.01142681,0.2573479,0.5155072],"study_design_scores_gemma":[0.0001383163,0.0003841102,0.4088268,0.01280882,0.0002466448,0.001771078,0.1514355,0.0002385053,0.0003729681,0.02484831,0.3987181,0.0002107964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07587712,0.06788292,0.0004884338,0.8242608,0.0140998,0.00006373907,0.000546752,0.00005017668,0.01673029],"genre_scores_gemma":[0.5799037,0.1541124,0.002363352,0.2457179,0.01031509,0.0001298031,0.0005221288,0.00007044693,0.006865248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02329629,"threshold_uncertainty_score":0.04860002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07622850298444378,"score_gpt":0.4398323219082809,"score_spread":0.3636038189238371,"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."}}