{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00127061,0.0002859127,0.0003369801,0.001743507,0.0003528462,0.0005714736,0.0006477115,0.0002499891,0.001925419],"category_scores_gemma":[0.003721362,0.0002584106,0.0007413724,0.002052142,0.0001923287,0.0006315365,0.000785417,0.0005980785,0.0002952025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009730528,"about_ca_system_score_gemma":0.001074515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06125209,"about_ca_topic_score_gemma":0.07818895,"domain_scores_codex":[0.9991462,0.0001440984,0.0001702203,0.0001793395,0.0002669008,0.0000931509],"domain_scores_gemma":[0.9979231,0.0001984955,0.001079178,0.0000680684,0.0005409263,0.0001902599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007600529,0.00002537138,0.9856579,0.0001997624,0.0001941169,0.00003241093,0.0002998792,0.0002565225,0.00006071731,0.000139995,0.006846569,0.00621075],"study_design_scores_gemma":[0.000009004239,0.00002196517,0.9960017,0.00009090551,0.00008643521,0.0001252047,0.0005726539,0.0003431483,0.00007298948,0.00005376428,0.00261549,0.000006772021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8975483,0.006338133,0.0008234476,0.0009201079,0.0001178622,0.0001029478,0.08974472,0.000194547,0.004209858],"genre_scores_gemma":[0.9626711,0.003080241,0.0007588993,0.0002327537,0.0001257187,0.0001577458,0.03190854,0.00001869816,0.001046406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06125209,"threshold_uncertainty_score":0.1217911,"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."}}