{"id":"W2168097353","doi":"10.2196/21812","title":"The Annual American Men’s Internet Survey of Behaviors of Men Who Have Sex With Men in the United States: Key Indicators Report 2018","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Center for AIDS Research, University of Washington; Emory University","keywords":"Demography; Men who have sex with men; Medicine; Gerontology; Family medicine; Human immunodeficiency virus (HIV)","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":[0.002027868,0.0005779634,0.0006575863,0.002474248,0.0005965306,0.000799028,0.000991486,0.0003891198,0.009134843],"category_scores_gemma":[0.005543016,0.0004232191,0.0005110299,0.002954374,0.0001452908,0.001186358,0.001219989,0.001299264,0.003825119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187537,"about_ca_system_score_gemma":0.001850755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0378442,"about_ca_topic_score_gemma":0.05226925,"domain_scores_codex":[0.9984105,0.0002852012,0.0002509967,0.0001546237,0.0007803444,0.0001183582],"domain_scores_gemma":[0.9948093,0.0002954808,0.001194965,0.0001818734,0.003027037,0.0004914554],"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":[0.0002279279,0.0004924987,0.337757,0.0009089915,0.0001674103,0.00006734947,0.000515062,0.0002582436,0.0004886509,0.001102044,0.6095728,0.04844207],"study_design_scores_gemma":[0.0001093432,0.0001292392,0.8563805,0.0006147311,0.00008004846,0.00009629947,0.0008750329,0.0004438411,0.0002095372,0.0002904816,0.1407333,0.00003760002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.09170955,0.00195116,0.001654954,0.00191574,0.0006895453,0.00450939,0.856998,0.0005742251,0.03999748],"genre_scores_gemma":[0.181392,0.008763973,0.008699043,0.002887964,0.000917791,0.01830938,0.7538651,0.0001968217,0.02496789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0378442,"threshold_uncertainty_score":0.07524788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02732127991456215,"score_gpt":0.359866160534162,"score_spread":0.3325448806195999,"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."}}