{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01101235,0.0005468357,0.0005543925,0.0006630755,0.002654981,0.00189054,0.001260365,0.001182917,0.002934892],"category_scores_gemma":[0.01378468,0.0006474421,0.0008413542,0.0005632537,0.0008185999,0.002060588,0.003270923,0.001375027,0.001054566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006611657,"about_ca_system_score_gemma":0.002674157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066752,"about_ca_topic_score_gemma":0.01787021,"domain_scores_codex":[0.9957039,0.002573951,0.0002828179,0.0003959542,0.0005543205,0.000489063],"domain_scores_gemma":[0.994276,0.001125151,0.001003212,0.0008624942,0.001434552,0.001298642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001257959,0.004832893,0.9470426,0.0002033087,0.0001831387,0.0004793525,0.01146256,0.0001175435,0.0008189441,0.0005993438,0.005764155,0.02723811],"study_design_scores_gemma":[0.0007106826,0.006341377,0.9365267,0.0004624107,0.0003202167,0.0007793778,0.03079396,0.0008226463,0.0007339186,0.0009220963,0.0214914,0.00009521622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751723,0.0002794172,0.002403977,0.001650669,0.0001144862,0.007771607,0.00356703,0.00004298779,0.008997438],"genre_scores_gemma":[0.9676195,0.0003041065,0.005293374,0.002818937,0.0001377998,0.01963428,0.001951438,0.00003608547,0.002204429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101235,"threshold_uncertainty_score":0.05823952,"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."}}