{"id":"W2403027974","doi":"10.2196/publichealth.5684","title":"Rates of Prevalent HIV Infection, Prevalent Diagnoses, and New Diagnoses Among Men Who Have Sex With Men in US States, Metropolitan Statistical Areas, and Counties, 2012-2013","year":2016,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention; National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; Centers for Disease Control and Prevention; National Institutes of Health; Center for AIDS Research, University of Washington; Emory University","keywords":"Medical diagnosis; Medicine; Metropolitan area; Human immunodeficiency virus (HIV); Demography; Men who have sex with men; Gerontology; Epidemiology; Environmental health; Family medicine; Internal medicine; Syphilis; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00109417,0.0002287214,0.0006258126,0.0002717379,0.0001084979,0.00007669044,0.00006381748,0.00008028412,0.0001935686],"category_scores_gemma":[0.0007841891,0.0001469727,0.00002719276,0.0002015925,0.0004788594,0.0003691032,0.00007635961,0.0001911868,0.000002394871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002584127,"about_ca_system_score_gemma":0.0006882687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01554629,"about_ca_topic_score_gemma":0.01181003,"domain_scores_codex":[0.9974174,0.0004523262,0.0005780419,0.0004510371,0.0004132933,0.0006878689],"domain_scores_gemma":[0.9973194,0.0007202465,0.0001758719,0.0002625288,0.0002178892,0.001304076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000122168,0.0001889059,0.7912755,0.0009226385,0.00005715838,0.000007580327,0.0002594254,1.096258e-7,0.000002286209,0.000389174,0.1892112,0.01756392],"study_design_scores_gemma":[0.002688324,0.002926584,0.9365927,0.0003491868,0.000003870065,0.00002386315,0.0004432301,0.0005836932,0.00000593227,0.00009833889,0.05612781,0.0001564699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575591,0.01868416,0.001669185,0.01580353,0.00001704199,0.002398774,0.0009476339,0.00005351406,0.002867066],"genre_scores_gemma":[0.9063618,0.06881917,0.0001357279,0.0001794197,0.00009474604,0.0003216325,0.0002025501,0.00003593069,0.0238491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1453172,"threshold_uncertainty_score":0.9910093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404445811362094,"score_gpt":0.3367253428168893,"score_spread":0.3126808847032684,"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."}}