{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001085266,0.0005432169,0.0007074114,0.002093873,0.001439377,0.0011593,0.001605513,0.0009555043,0.001539678],"category_scores_gemma":[0.0030956,0.0005679917,0.001575126,0.005277515,0.0004800461,0.000655845,0.001452678,0.001372897,0.0002254265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006549886,"about_ca_system_score_gemma":0.009517086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9497923,"about_ca_topic_score_gemma":0.9709772,"domain_scores_codex":[0.9987894,0.0001362909,0.0001402369,0.0001871102,0.000392186,0.0003548005],"domain_scores_gemma":[0.9977622,0.0001478688,0.000583616,0.0001110128,0.0007870342,0.0006082074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004321876,0.00002881825,0.9979511,0.00002528898,0.000130068,0.00001790924,0.00008286538,0.00004000853,0.00003109782,0.00001842342,0.0008782374,0.0007529635],"study_design_scores_gemma":[0.000002686857,0.000004856702,0.9996095,0.00000691725,0.00002570845,0.00001173638,0.0001482512,0.00003706312,0.000004403779,0.000004944125,0.0001401759,0.000003833568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626132,0.001309758,0.0001085555,0.0005058307,0.00004464441,0.00007685225,0.03358049,0.00001884557,0.00174181],"genre_scores_gemma":[0.9857749,0.0007648881,0.0001834127,0.0001825338,0.00002585504,0.0000592435,0.0125106,0.000006939354,0.0004916817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05020773,"threshold_uncertainty_score":0.1010068,"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."}}