{"id":"W2157458694","doi":"10.1111/dme.12860","title":"Cyclical relationship between depressive symptoms and diabetes distress in people with Type 2 diabetes mellitus: results from the Montreal Evaluation of Diabetes Treatment Cohort Study","year":2015,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Medicine; Distress; Diabetes mellitus; Cohort study; Depression (economics); Depressive symptoms; Type 2 diabetes; Longitudinal study; Cohort; Patient Health Questionnaire; Internal medicine; Psychiatry; Clinical psychology; 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":[0.002283026,0.0003428432,0.000911781,0.0002048682,0.00008100915,0.00002782998,0.0001692066,0.0001069784,0.00002840098],"category_scores_gemma":[0.003008566,0.0002017338,0.00004088833,0.0006800176,0.0003168393,0.0001385241,0.00006375467,0.0001979894,0.000007639592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400218,"about_ca_system_score_gemma":0.0001390156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009461557,"about_ca_topic_score_gemma":0.0005411246,"domain_scores_codex":[0.9964941,0.0005469796,0.0007573925,0.0006071128,0.001148898,0.0004455301],"domain_scores_gemma":[0.9955924,0.002599452,0.0003462687,0.0007579853,0.0004176474,0.0002862301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008002149,0.000536286,0.9823792,0.0000385092,0.0004660865,9.769581e-7,0.004639775,0.00004416262,0.00002403379,0.000008648049,0.0004053849,0.01137689],"study_design_scores_gemma":[0.01045942,0.002419161,0.9784886,0.0005259793,0.003595151,6.376641e-8,0.001916407,0.001725089,0.000156863,0.0004898965,0.00003321948,0.0001900901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914021,0.002739361,0.000001356851,0.001951596,0.0001954964,0.002739302,0.00005237226,0.00004068678,0.0008777019],"genre_scores_gemma":[0.9975055,0.00003921126,0.00002528274,0.00008239451,0.0003704943,0.000371035,0.00149354,0.00003449455,0.00007804534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0111868,"threshold_uncertainty_score":0.8226467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0455673486996253,"score_gpt":0.3099675629985639,"score_spread":0.2644002142989386,"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."}}