{"id":"W7056019088","doi":"","title":"Diabetes distress, depressive, and anxiety symptoms in people with type 2 diabetes: a network analysis approach to understanding comorbidity","year":2022,"lang":"en","type":"article","venue":"Middlesex University Research Repository (Middlesex University Of London)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Comorbidity; Distress; Diabetes mellitus; Type 2 diabetes; Depression (economics); Hospital Anxiety and Depression Scale","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00171357,0.000321746,0.0008033582,0.0008076083,0.002007529,0.0001387203,0.001526898,0.0001330834,0.0002452653],"category_scores_gemma":[0.00005307523,0.0003591174,0.0001404532,0.002729568,0.0009618712,0.0005879216,0.002549792,0.000568278,0.00001292546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366046,"about_ca_system_score_gemma":0.0002517261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003124658,"about_ca_topic_score_gemma":0.0009106622,"domain_scores_codex":[0.9943842,0.00196191,0.0002809012,0.001058512,0.001225826,0.001088694],"domain_scores_gemma":[0.9979193,0.0003370831,0.0002389427,0.0008259868,0.000263391,0.0004153446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003870845,0.0008808289,0.7898551,0.0004338045,0.0008450451,0.0002846502,0.004933557,0.07002588,0.1266161,0.001284947,0.0008108806,0.0001583962],"study_design_scores_gemma":[0.0175302,0.00751785,0.712664,0.001122314,0.003255442,0.00009282171,0.1690647,0.01955074,0.04254341,0.0005043218,0.0201539,0.006000354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946438,0.0003173833,0.0002658452,0.0000904882,0.0001132013,0.0007220722,0.0001497792,0.00009129085,0.00360614],"genre_scores_gemma":[0.9976087,0.00006479599,0.0005774196,0.00001660576,0.00003669783,0.000002192848,0.00005830212,0.00002910668,0.001606161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1641311,"threshold_uncertainty_score":0.9998861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0317022314250453,"score_gpt":0.2181421074871957,"score_spread":0.1864398760621504,"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."}}