{"id":"W2796279904","doi":"10.1093/eurpub/cky050","title":"The association between diabetes and depressive symptoms varies by quality of diabetes care across Europe","year":2018,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Diabetes Management and Education","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"Economic and Social Research Council; Medical Research Council; Fondations communautaires du Canada; National Institute for Health and Care Research; Queen Elizabeth Scholars; United Kingdom Clinical Research Collaboration; British Heart Foundation; Cancer Research UK; Fondation Rideau Hall; McGill University","keywords":"Medicine; Diabetes mellitus; Quartile; Psychosocial; Depression (economics); Center for Epidemiologic Studies Depression Scale; Cross-sectional study; Depressive symptoms; Gerontology; Psychiatry; Internal medicine; Confidence interval; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002495599,0.0002098491,0.0004560859,0.001117847,0.0002335343,0.001299324,0.0003727624,0.0003880045,0.001200339],"category_scores_gemma":[0.004859252,0.0002173367,0.001010984,0.002256007,0.0003942216,0.000355424,0.0008782734,0.0003991937,0.0001136021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004457679,"about_ca_system_score_gemma":0.0003760335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008944733,"about_ca_topic_score_gemma":0.008699275,"domain_scores_codex":[0.9981968,0.0007282657,0.0002932638,0.0003199558,0.000208834,0.0002528774],"domain_scores_gemma":[0.9967188,0.0008019927,0.001462129,0.0002575065,0.0004022304,0.0003573113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001181994,0.00001665224,0.995007,0.00004221485,0.0004815535,0.00003035427,0.00005340047,0.00009921756,0.00007404742,0.00006368323,0.0002558334,0.0037578],"study_design_scores_gemma":[0.000006870323,0.00001826904,0.9994771,0.00003246411,0.00007593844,0.00004219063,0.00008638029,0.00004789441,0.00001967126,0.00003348847,0.000157471,0.000002215582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926748,0.004439096,0.0003047586,0.0003258706,0.00002274606,0.00001062726,0.001072811,0.000008289769,0.001141079],"genre_scores_gemma":[0.9980447,0.0009444525,0.0001346112,0.0001237513,0.00001252924,0.000005750381,0.0006522533,0.000002579132,0.00007940806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008944733,"threshold_uncertainty_score":0.01778531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0384107402170745,"score_gpt":0.3358146771117692,"score_spread":0.2974039368946947,"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."}}