{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001712591,0.0002577537,0.0003257497,0.003072374,0.0006024379,0.001354249,0.000402299,0.0002765038,0.001156622],"category_scores_gemma":[0.00693142,0.0001934425,0.0006843383,0.002872166,0.0002434433,0.001481777,0.00142618,0.0005088858,0.00005345156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093236,"about_ca_system_score_gemma":0.0006460727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02129997,"about_ca_topic_score_gemma":0.03415056,"domain_scores_codex":[0.9988399,0.0007259437,0.0001027885,0.0001371063,0.0001079278,0.00008642712],"domain_scores_gemma":[0.9978303,0.001146536,0.0006635774,0.0000781153,0.0001213693,0.000160099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007659012,0.00004724555,0.9821519,0.00008066271,0.0002070868,0.00006733788,0.0009130691,0.0008813683,0.00009845919,0.0007935928,0.0003388533,0.01434389],"study_design_scores_gemma":[0.00001420926,0.00007382823,0.9806095,0.0001319621,0.00017994,0.0001666661,0.003686718,0.0115932,0.00007266838,0.002383499,0.001069276,0.00001859581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989417,0.001635835,0.004433992,0.001297812,0.00001760881,0.00007258706,0.001093332,0.00001633085,0.002015495],"genre_scores_gemma":[0.995005,0.0009267917,0.003212449,0.00006742389,0.00003399111,0.00009833975,0.0004705043,0.000002982048,0.000182536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02129997,"threshold_uncertainty_score":0.04235196,"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."}}