{"id":"W6996498320","doi":"","title":"Sexual Stigma, Depressive Symptoms, and HIV Vulnerability Among Gay, Bisexual, and Other Men Who Have Sex With Men in Kenya","year":2024,"lang":"en","type":"dissertation","venue":"ResearchWorks at the University of Washington (University of Washington)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for AIDS Research, University of Washington; Centers for Disease Control and Prevention; African Academy of Sciences; Canadian Institutes of Health Research; New Partnership for Africa's Development; Wellcome Trust; International AIDS Vaccine Initiative; Government of the United Kingdom; University of Washington; Alliance for Accelerating Excellence in Science in Africa; United States Agency for International Development","keywords":"Human immunodeficiency virus (HIV); Vulnerability (computing); Men who have sex with men; Depression (economics); Population; Depressive symptoms","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004950806,0.0001569909,0.0002946148,0.0003536659,0.001352449,0.0006681319,0.0002300498,0.0003764139,0.00256543],"category_scores_gemma":[0.00140628,0.0003098891,0.0002487454,0.0004810691,0.0003456621,0.0004084917,0.000575101,0.0009172746,0.0001984919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006444413,"about_ca_system_score_gemma":0.0009236359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06600858,"about_ca_topic_score_gemma":0.1534506,"domain_scores_codex":[0.9998324,0.00005305255,0.00001297482,0.00001386557,0.00003632022,0.00005130646],"domain_scores_gemma":[0.9996197,0.00006665274,0.0001337932,0.000007436575,0.0000386758,0.0001336222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007698026,0.0002475298,0.9892545,0.00004269997,0.00004042074,0.00009932075,0.003590247,0.00001913409,0.0001428609,0.0001081131,0.0007799542,0.00559822],"study_design_scores_gemma":[0.00001056981,0.00004968584,0.9942597,0.00008310431,0.0000231498,0.00006891423,0.005077319,0.00003948812,0.00002068662,0.00002942514,0.0003344108,0.000003586607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969921,0.0008332626,0.000008176896,0.0005012801,0.0000135755,0.0000196717,0.0001684798,5.226028e-7,0.001462878],"genre_scores_gemma":[0.9978994,0.001164419,0.00002865288,0.0001181125,0.0000109839,0.00001912892,0.0000885623,6.57046e-7,0.0006701326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06600858,"threshold_uncertainty_score":0.1312487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062430745542615,"score_gpt":0.2910738724559956,"score_spread":0.2704495650005694,"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."}}