{"id":"W2296094387","doi":"10.1080/00918369.2016.1150056","title":"Gradients in Depressive Symptoms by Socioeconomic Position Among Men Who Have Sex With Men in the EXPLORE Study","year":2016,"lang":"en","type":"article","venue":"Journal of Homosexuality","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Institute of Gender and Health; National Institute on Alcohol Abuse and Alcoholism; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Killam Trusts","keywords":"Socioeconomic status; Men who have sex with men; Depressive symptoms; Educational attainment; Center for Epidemiologic Studies Depression Scale; Psychology; Demography; Depression (economics); Clinical psychology; Gerontology; Human immunodeficiency virus (HIV); Medicine; Psychiatry; Population; Sociology; Cognition","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001481947,0.0001167345,0.0003458803,0.000166853,0.00005906501,0.00003568078,0.0002184834,0.00004764973,0.00009747649],"category_scores_gemma":[0.00009724245,0.00005710546,0.00007561236,0.00008199683,0.0001216367,0.0004047423,0.00003585605,0.0003481065,0.000007878668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003108463,"about_ca_system_score_gemma":0.00007516521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004217222,"about_ca_topic_score_gemma":0.0005749246,"domain_scores_codex":[0.9980519,0.0005634537,0.0005589283,0.0001622616,0.0004062901,0.0002571616],"domain_scores_gemma":[0.9991112,0.0001410054,0.0002764036,0.0002291297,0.0001116567,0.000130583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003548582,0.001399069,0.9613057,0.00001704326,0.0001851677,0.0001764523,0.008067013,0.000001143362,0.0007432131,0.000007207726,0.02239093,0.005352245],"study_design_scores_gemma":[0.006233647,0.006945693,0.958216,0.0002908957,0.00005430356,0.00008180829,0.02716893,0.0001051978,0.0005292653,0.0001997512,0.00008368428,0.00009088025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944911,0.0001013667,0.0001357015,0.001517151,0.000007833668,0.0005096254,0.00001878185,0.000003680306,0.003214788],"genre_scores_gemma":[0.9957621,0.00002901077,0.000006177058,0.00004235429,0.00006696465,0.00003525581,0.000004855281,0.00001110328,0.004042258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02230725,"threshold_uncertainty_score":0.2328693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394110965986911,"score_gpt":0.3389889607454045,"score_spread":0.3150478510855353,"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."}}