{"id":"W4381377794","doi":"10.2337/db23-695-p","title":"695-P: Emotional Burden of Diabetes Varies by Demographic Factors, Management Strategies, and Duration of Diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; Diabetes management; Type 2 diabetes; Type 1 diabetes; Gerontology; Demography; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007071283,0.0001316942,0.0002132168,0.0003928362,0.0004444579,0.0008886441,0.0001750696,0.0002141996,0.01073163],"category_scores_gemma":[0.00338022,0.00009153144,0.0004349664,0.0005088574,0.0001828857,0.0004733672,0.0006928774,0.0004116275,0.0008445555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003193771,"about_ca_system_score_gemma":0.0002430662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002917528,"about_ca_topic_score_gemma":0.004492068,"domain_scores_codex":[0.9995041,0.0001676832,0.00006050411,0.00004244956,0.0001318093,0.00009351668],"domain_scores_gemma":[0.9980028,0.0006648293,0.0006962834,0.00006402622,0.0002364504,0.0003356068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001321649,0.0001155349,0.9798911,0.00004188634,0.00005343175,0.0000556465,0.0007570505,0.00003262326,0.0002268606,0.00004817333,0.001192478,0.01745293],"study_design_scores_gemma":[0.000003312665,0.00004306492,0.9982452,0.00002104091,0.000009671996,0.00007516574,0.001034923,0.00004351989,0.00003552553,0.00002718716,0.0004579276,0.000003416113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956211,0.0001415337,0.0000770152,0.0001808481,0.00001174332,0.00001069254,0.0003474652,0.000003243478,0.003606344],"genre_scores_gemma":[0.9983864,0.0001624666,0.0001182063,0.00008646849,0.00001313742,0.00002250687,0.0003995632,0.000002028839,0.000809283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073163,"threshold_uncertainty_score":0.03590089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248747322119713,"score_gpt":0.2372062085244097,"score_spread":0.2247187353032126,"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."}}