{"id":"W3189754531","doi":"10.2196/30761","title":"Limited Interaction Targeted Epidemiology of HIV in Sexual and Gender Minority American Adolescents and Adults: Feasibility of the Keeping it LITE Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; National Institutes of Health","keywords":"Transgender; Lesbian; Medicine; Sexual minority; Cohort; Sexual orientation; Gerontology; Social media; Men who have sex with men; Public health; Family medicine; Human immunodeficiency virus (HIV); Demography; Psychology; Social psychology; Nursing; Political science","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":[0.002260804,0.00009112109,0.0004032994,0.0002986298,0.00008338848,0.000006562212,0.0001001752,0.00004862096,0.00003977464],"category_scores_gemma":[0.003570536,0.00006529568,0.00006314586,0.0008624589,0.0006196001,0.0001791281,0.0003540829,0.0007708488,0.000002384028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280899,"about_ca_system_score_gemma":0.0001174051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007021166,"about_ca_topic_score_gemma":0.0009134641,"domain_scores_codex":[0.9959269,0.002515385,0.000558512,0.0002609649,0.0003964295,0.0003418781],"domain_scores_gemma":[0.9980775,0.0005978728,0.0001438246,0.0003143484,0.0007316647,0.0001347544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008072976,0.001549067,0.9679215,0.001145012,0.00007434962,0.000005255914,0.01269842,4.17302e-7,0.001483837,0.00001607318,0.0006433086,0.01365549],"study_design_scores_gemma":[0.001600137,0.002372995,0.9444748,0.0003905215,0.000008564177,0.00001055974,0.04778342,0.002831586,0.0003664076,0.0001005248,0.00001669207,0.00004375613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997641,0.0002685804,0.00003852303,0.0007141994,0.00001382312,0.0009252963,0.00004612485,0.000004579738,0.0003478172],"genre_scores_gemma":[0.9995964,0.00008261266,0.00005322053,0.0000303892,0.00001526706,0.00005070797,0.0000200144,0.000005271821,0.0001461815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.035085,"threshold_uncertainty_score":0.4274523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1508149528525221,"score_gpt":0.4864919608782315,"score_spread":0.3356770080257094,"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."}}