{"id":"W1964367171","doi":"10.1016/j.jpsychores.2014.11.023","title":"Associations between diabetes, major depressive disorder and generalized anxiety disorder comorbidity, and disability: Findings from the 2012 Canadian Community Health Survey — Mental Health (CCHS-MH)","year":2014,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Generalized anxiety disorder; Major depressive disorder; Comorbidity; Psychiatry; Anxiety disorder; Anxiety; Diabetes mellitus; Depression (economics); Psychology; Logistic regression; Medicine; Major depressive episode; National Comorbidity Survey; Clinical psychology; Internal medicine; Mood; Endocrinology","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":[0.01104476,0.0001536185,0.0005668727,0.0001700835,0.001289344,0.0001883072,0.0002950866,0.00007406384,0.00008493097],"category_scores_gemma":[0.001023822,0.0001093025,0.00006854553,0.0004053256,0.0003021949,0.0002486067,0.0001180008,0.0009518506,0.000005704758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000413037,"about_ca_system_score_gemma":0.0003286182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.319646,"about_ca_topic_score_gemma":0.4549992,"domain_scores_codex":[0.9944196,0.003419653,0.0006726257,0.0001795824,0.0007254109,0.000583114],"domain_scores_gemma":[0.9964968,0.001815734,0.0003588126,0.0004361249,0.0002290807,0.0006634507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001564795,0.0002168894,0.9260713,0.00007891805,0.0001795457,6.265385e-8,0.001615039,2.939678e-7,0.000003934488,0.00002955922,0.05767852,0.01411027],"study_design_scores_gemma":[0.001820238,0.0003446544,0.9903967,0.0002257062,0.00003933795,9.949181e-7,0.0007831642,0.0001406703,0.000001162798,0.001692624,0.004468274,0.00008643013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394476,0.002013486,0.00004705292,0.05720323,0.000191106,0.0007219169,0.0002802591,0.000006435544,0.00008887782],"genre_scores_gemma":[0.9966691,0.001241303,0.000312759,0.0009538746,0.0002234925,0.00001094866,0.0004620202,0.00002281037,0.000103752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1353532,"threshold_uncertainty_score":0.9916725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08488081418470603,"score_gpt":0.4050461034996728,"score_spread":0.3201652893149668,"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."}}