{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003159305,0.0001696628,0.0003207982,0.0007669043,0.001925972,0.0006393004,0.0004897316,0.000238772,0.001383129],"category_scores_gemma":[0.001557248,0.0002213212,0.0003280956,0.001802424,0.0005300966,0.0002527565,0.0005079364,0.0003540691,0.0001018931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009042693,"about_ca_system_score_gemma":0.008218718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.982244,"about_ca_topic_score_gemma":0.9913175,"domain_scores_codex":[0.9995307,0.00003851905,0.00002979152,0.00005347652,0.0001795165,0.0001679836],"domain_scores_gemma":[0.9991626,0.00005970033,0.0002235263,0.00002037043,0.0002878432,0.0002459798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004027932,0.00001140353,0.9963431,0.00001078079,0.00001730214,0.00006218387,0.0009674382,0.00002346229,0.00008682983,0.00003176944,0.0003365065,0.002068963],"study_design_scores_gemma":[0.00000285618,0.000007752042,0.9986411,0.000009287204,0.000006106412,0.00003746361,0.00103739,0.00003564328,0.00001126799,0.000009678868,0.0001988441,0.000002670631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971704,0.0005003594,0.00002770611,0.0002448729,0.000008468375,0.00001175038,0.0007843265,0.000001944289,0.001250276],"genre_scores_gemma":[0.9989039,0.0002842812,0.00003475264,0.00004366256,0.000003399407,0.000004725383,0.0003466848,0.000001214582,0.0003773371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01775604,"threshold_uncertainty_score":0.06560963,"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."}}