{"id":"W2401758725","doi":"10.2196/publichealth.5864","title":"Shining a Light on America’s HIV Epidemic among Men who Have Sex with Men","year":2016,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Men who have sex with men; Human immunodeficiency virus (HIV); Demography; Environmental health; Psychology; Medicine; Virology; Sociology; Syphilis","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":[0.01020667,0.0005560621,0.0007266014,0.002731173,0.003735768,0.008219036,0.001231716,0.007437477,0.01127516],"category_scores_gemma":[0.02248347,0.000651047,0.0008627939,0.00318475,0.003622127,0.01240676,0.004328871,0.01421076,0.001342708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002953485,"about_ca_system_score_gemma":0.01134203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04808666,"about_ca_topic_score_gemma":0.1533979,"domain_scores_codex":[0.9961494,0.001832516,0.0003537733,0.000234645,0.0007914574,0.0006381496],"domain_scores_gemma":[0.9741046,0.008691371,0.003575467,0.001126133,0.006248622,0.006253692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001901374,0.000394696,0.1430544,0.001283059,0.0001735832,0.0002528163,0.007281512,0.0001525237,0.0005243199,0.008998798,0.615536,0.2221582],"study_design_scores_gemma":[0.0001310487,0.0003071987,0.3547722,0.009720077,0.0003691025,0.0005844532,0.05533371,0.0004654713,0.0006927995,0.0225122,0.5549397,0.0001721754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01468932,0.0265003,0.0001814215,0.9416847,0.008969965,0.00001287296,0.000551527,0.00003900084,0.007370953],"genre_scores_gemma":[0.3278356,0.06576932,0.002123527,0.5663502,0.0278763,0.00008332201,0.001059463,0.0001314826,0.008770823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04808666,"threshold_uncertainty_score":0.09561354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02798721066164436,"score_gpt":0.3418404919001136,"score_spread":0.3138532812384692,"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."}}