{"id":"W4282927178","doi":"10.2337/dc21-2297","title":"Diabetes Distress, Depressive Symptoms, and Anxiety Symptoms in People With Type 2 Diabetes: A Network Analysis Approach to Understanding Comorbidity","year":2022,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Mental Health Research Topics","field":"Psychology","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Comorbidity; Medicine; Diabetes mellitus; Distress; Type 2 diabetes; Anxiety; Depressive symptoms; Psychiatry; Depression (economics); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001332464,0.0003081459,0.0003483862,0.003033784,0.0006256373,0.001180744,0.0004178195,0.0003212292,0.0009581713],"category_scores_gemma":[0.006957942,0.0002038596,0.0006311602,0.002623538,0.0003439445,0.001556551,0.001265795,0.000510292,0.00004274657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106766,"about_ca_system_score_gemma":0.0005927376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02082748,"about_ca_topic_score_gemma":0.02755318,"domain_scores_codex":[0.9989855,0.00062909,0.00007881039,0.0001288372,0.0001055407,0.00007219079],"domain_scores_gemma":[0.9971583,0.001430245,0.0009720105,0.00009891132,0.0001477942,0.0001928364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005344022,0.00003613495,0.9855906,0.00005541493,0.0002512685,0.00008592899,0.0008357529,0.001315701,0.0001084791,0.0008338838,0.0002162804,0.01061704],"study_design_scores_gemma":[0.00001255008,0.00006297534,0.9758542,0.0001108408,0.0001854268,0.0002448197,0.002672331,0.01633357,0.00006423936,0.00364357,0.0007985779,0.00001693504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887528,0.001543602,0.006149997,0.001248782,0.0000145109,0.00004645828,0.0006509625,0.00001654895,0.001576273],"genre_scores_gemma":[0.9968407,0.0005878679,0.00210498,0.00004201482,0.00002134555,0.00003799729,0.0002714789,0.000001784613,0.00009181109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02082748,"threshold_uncertainty_score":0.04141247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994686189300296,"score_gpt":0.3070199829712331,"score_spread":0.2770731210782301,"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."}}