{"id":"W2324449452","doi":"10.1177/2325957414536228","title":"Gender Differences in Severity and Correlates of Depression Symptoms in People Living with HIV in Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"Journal of the International Association of Providers of AIDS Care (JIAPAC)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Toronto Metropolitan University; University Health Network; McMaster University; Ontario HIV Treatment Network; Women's College Hospital; Public Health Ontario","funders":"Ontario HIV Treatment Network","keywords":"Depression (economics); Human immunodeficiency virus (HIV); Psychiatry; Psychology; Clinical psychology; Gerontology; Medicine; Demography; Sociology; Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006161745,0.00007505935,0.0003229105,0.0002875686,0.00001470291,0.00001031733,0.0001821378,0.00005912735,0.00005739677],"category_scores_gemma":[0.001729403,0.00005124148,0.00008819339,0.0001472591,0.00003382057,0.0001847593,0.00006119298,0.0003419924,6.301344e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092877,"about_ca_system_score_gemma":0.0007896703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3549083,"about_ca_topic_score_gemma":0.9084324,"domain_scores_codex":[0.9982708,0.0001342858,0.000598948,0.00008613048,0.000799305,0.0001105104],"domain_scores_gemma":[0.9981204,0.0004138985,0.0007879538,0.00007375097,0.0005604507,0.00004357768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001384951,0.0001132151,0.9951243,0.00008436886,0.0001057854,0.00000166236,0.002836267,0.0001202514,0.0004158381,0.00003047549,0.0004315268,0.000597785],"study_design_scores_gemma":[0.001356079,0.0004024154,0.9928041,0.00146941,0.00002372386,0.000008144902,0.00237772,0.0008205224,0.0005710392,0.00009550929,0.00002785736,0.00004348121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998189,0.00009033211,0.00004686268,0.0006768944,0.0000801538,0.0001226021,0.00001088102,8.303663e-7,0.0007824887],"genre_scores_gemma":[0.9990418,0.00001532609,0.0001897802,0.00002322938,0.00001583601,0.00000236526,0.000002866544,0.000004832048,0.0007039477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5535241,"threshold_uncertainty_score":0.6493874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007831044237708678,"score_gpt":0.2372160480422377,"score_spread":0.229385003804529,"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."}}