{"id":"W2067727365","doi":"10.1097/qai.0b013e3181a2639e","title":"Epidemiology of HIV in the United States and Canada: Current Status and Ongoing Challenges","year":2009,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Demography; Epidemiology; Incidence (geometry); Transmission (telecommunications); Ethnic group; Population; Public health; Human immunodeficiency virus (HIV); HIV diagnosis; Men who have sex with men; Gerontology; Environmental health; Immunology; Syphilis; Viral load; Antiretroviral therapy; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002060386,0.0001254808,0.0005662887,0.0006253041,0.00006864745,0.000006377739,0.000162398,0.0000418326,0.00001307586],"category_scores_gemma":[0.001863603,0.00007812349,0.00009372697,0.0003858223,0.000198646,0.0001215091,0.00003519234,0.0002152998,6.069747e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000779218,"about_ca_system_score_gemma":0.0002939226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01817434,"about_ca_topic_score_gemma":0.00426394,"domain_scores_codex":[0.9979134,0.0003813755,0.0008609015,0.0001283021,0.0003173352,0.0003986722],"domain_scores_gemma":[0.9983807,0.0007887231,0.0003258821,0.0001769216,0.0001991838,0.0001286387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001095265,0.002545481,0.5989978,0.001887927,0.0005176513,0.0008710591,0.01743761,0.000233933,0.003387598,0.009199831,0.01094332,0.3528826],"study_design_scores_gemma":[0.001325513,0.004854416,0.9806773,0.0009475632,0.00006030834,0.0009775651,0.007790406,0.0007135972,0.0000856179,0.000968129,0.001502979,0.00009658565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8795843,0.114403,0.00004790529,0.005672534,0.00004583121,0.0001235111,0.00001089305,0.000003870951,0.000108184],"genre_scores_gemma":[0.9455886,0.05411617,0.0001254244,0.00006202693,0.00001460733,0.000001700547,0.00001033923,0.000006604535,0.00007453351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3816795,"threshold_uncertainty_score":0.9883637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04903959378981464,"score_gpt":0.3390477504765729,"score_spread":0.2900081566867583,"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."}}