{"id":"W2612875258","doi":"10.1111/dme.13381","title":"Diabetes distress is linked with worsening diabetes management over time in adults with Type 1 diabetes","year":2017,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Diabetes mellitus; Distress; Depression (economics); Type 2 diabetes; Insulin; Diabetes management; Internal medicine; Longitudinal study; Cross-sectional study; Endocrinology; Pathology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005816077,0.0005773962,0.001018654,0.0004914595,0.0002812434,0.0001201269,0.0005084228,0.0001380706,0.001245148],"category_scores_gemma":[0.0002084565,0.0003974693,0.00006946088,0.0005331987,0.000630431,0.0003629919,0.0001894335,0.0003729373,0.0001831559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243993,"about_ca_system_score_gemma":0.00004462954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000301388,"about_ca_topic_score_gemma":0.0000175928,"domain_scores_codex":[0.9965267,0.00005781259,0.0005583833,0.0008606685,0.0008516351,0.00114485],"domain_scores_gemma":[0.9972839,0.000164834,0.0004292045,0.001547273,0.0001917205,0.0003830546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001874818,0.0003236457,0.9704635,0.001392957,0.0004589249,0.00004521908,0.0008092023,0.000005244417,0.0005128571,0.00006342368,0.006979681,0.01875787],"study_design_scores_gemma":[0.007810278,0.00166276,0.9717567,0.01058148,0.0007968912,4.701759e-7,0.0002883154,0.002109992,0.0009277361,0.0001732258,0.003302074,0.0005901055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752294,0.0007391695,0.000003285495,0.005228128,0.0003941531,0.001278284,0.000008439815,0.0001303148,0.01698883],"genre_scores_gemma":[0.9909399,0.0001336046,0.0005344163,0.001820855,0.000495265,0.0002076907,0.0003428746,0.0001053188,0.005420052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01816776,"threshold_uncertainty_score":0.9998477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009814485050207973,"score_gpt":0.2491658747501352,"score_spread":0.2393513896999272,"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."}}