{"id":"W4281610621","doi":"10.1521/aeap.2022.34.3.226","title":"People Living With HIV in St. Petersburg, Russia: Gender and Exposure Group Differences in HIV Care Engagement, Psychosocial Health, Substance Use, and Transmission Risk Behavior","year":2022,"lang":"en","type":"article","venue":"AIDS Education and Prevention","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serostatus; Psychosocial; Medicine; Quarter (Canadian coin); Mental health; Social support; Depression (economics); Psychiatry; Gerontology; Transmission (telecommunications); Men who have sex with men; Substance abuse; Human immunodeficiency virus (HIV); Clinical psychology; Viral load; Family medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004766598,0.0001038071,0.000179674,0.0002530891,0.0002896562,0.00005003505,0.00003552407,0.00003516905,0.0002719567],"category_scores_gemma":[0.00003140166,0.00009405597,0.00003413118,0.0002501365,0.00003323288,0.0002339325,0.00001999493,0.0003350828,3.311088e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014904,"about_ca_system_score_gemma":0.0001361403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004310472,"about_ca_topic_score_gemma":0.001425595,"domain_scores_codex":[0.9985135,0.000589855,0.0002394063,0.0002801314,0.0002009596,0.0001761568],"domain_scores_gemma":[0.9995841,0.00007467598,0.00008864701,0.00009365062,0.00003173272,0.0001271519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007153893,0.000457097,0.9032908,0.0002294802,0.00001218022,9.791544e-7,0.02323221,2.106354e-7,0.0000630801,0.0001509355,0.0005951123,0.07189635],"study_design_scores_gemma":[0.001158897,0.001510442,0.9585231,0.0004463139,0.00003608071,0.00001365373,0.0373996,0.00003030883,0.000002677349,0.0001074287,0.0006825708,0.00008894264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935153,0.004163771,0.001050539,0.0003420426,0.0000440029,0.0007111451,0.00003069442,0.0000126682,0.0001298981],"genre_scores_gemma":[0.9948354,0.001919651,0.0009693804,0.00002978484,0.00002871913,0.0003803623,0.0001482688,0.00001115208,0.001677308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07180741,"threshold_uncertainty_score":0.3835491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03367040274163442,"score_gpt":0.3327733679405274,"score_spread":0.299102965198893,"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."}}