{"id":"W3038038700","doi":"10.1016/j.jcjd.2020.06.012","title":"Diabetes Distress in Adults Living With Type 1 and Type 2 Diabetes: A Public Health Issue","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Medicine; Distress; Diabetes mellitus; Type 2 diabetes; Disease; Public health; Chronic disease; Emotional distress; Climbing; Psychiatry; Intensive care medicine; Anxiety; Clinical psychology; Pathology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006552422,0.0002212224,0.0006206956,0.0005572565,0.000108858,0.0001597825,0.0002463176,0.00007899867,0.0003416406],"category_scores_gemma":[0.001254497,0.0001727866,0.00005253323,0.001206105,0.0002097119,0.0003002937,0.00004679296,0.0004988594,0.00002270193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503338,"about_ca_system_score_gemma":0.001301954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008454755,"about_ca_topic_score_gemma":0.001888791,"domain_scores_codex":[0.9978148,0.00012447,0.0004406981,0.0002637729,0.0003367878,0.001019427],"domain_scores_gemma":[0.9968837,0.0001731601,0.0002045458,0.0001811517,0.0004128664,0.002144516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008606902,0.00004363533,0.9684753,0.0008021777,0.0001545907,0.00002796027,0.001017526,0.000005177385,0.00006446715,0.00001923787,0.005720633,0.02366069],"study_design_scores_gemma":[0.001984199,0.004910556,0.9576535,0.003888462,0.00007019625,8.722006e-7,0.001132093,0.001178821,0.00008387823,0.00002868562,0.02870627,0.0003625304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691454,0.007828431,7.477956e-7,0.02186042,0.0001672132,0.0002850955,0.00001283221,0.00001398943,0.0006859383],"genre_scores_gemma":[0.995794,0.0000744538,0.0001541993,0.003423108,0.0003299302,0.00000414677,0.00001789206,0.00004368651,0.0001585709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02664868,"threshold_uncertainty_score":0.7046033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381216261384443,"score_gpt":0.2561005930280382,"score_spread":0.2322884304141938,"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."}}