{"id":"W4410522117","doi":"10.7759/cureus.84456","title":"Social Determinants and Prevention Strategies in the HIV Epidemic: The National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention (NCHHSTP) Database Analysis","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Virology; Center (category theory); Viral hepatitis; Database; National database; Environmental health; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002660338,0.0003426952,0.000509148,0.003842175,0.0005113354,0.00103053,0.0008098987,0.0003072942,0.00187177],"category_scores_gemma":[0.007083766,0.0002497399,0.00105133,0.007157856,0.0001200654,0.0006964132,0.001035557,0.0007918533,0.0002999099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212865,"about_ca_system_score_gemma":0.003143822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05437274,"about_ca_topic_score_gemma":0.07130024,"domain_scores_codex":[0.9977046,0.0006565016,0.0005613184,0.0003184547,0.000554391,0.0002047606],"domain_scores_gemma":[0.9959538,0.001071464,0.001262842,0.0003669099,0.001062383,0.0002826281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009911773,0.00009867436,0.9757642,0.0003548398,0.0004820824,0.00004505366,0.0001701294,0.0005273552,0.00005420627,0.0003102619,0.01223212,0.009861848],"study_design_scores_gemma":[0.00004507874,0.00005753169,0.9863078,0.0003856736,0.0003048527,0.0001247382,0.0007299021,0.002279136,0.0002021451,0.0002390866,0.009307247,0.00001681956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5586507,0.004834829,0.002501337,0.001830289,0.00008024838,0.001452133,0.4227923,0.000108666,0.007749497],"genre_scores_gemma":[0.7631987,0.003022581,0.006346843,0.0004071988,0.00006977976,0.002403158,0.2233543,0.00003308414,0.001164347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05437274,"threshold_uncertainty_score":0.1081125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0494933199403024,"score_gpt":0.4202869258948338,"score_spread":0.3707936059545314,"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."}}