{"id":"W7117233647","doi":"10.31125/globnursinsights.1848293","title":"The Relationship Between Diabetes Burden and Frailty in Older Adults with Diabetes","year":2025,"lang":"en","type":"article","venue":"Global Nursing Insights","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Marital status; Outpatient clinic; Type 2 diabetes; Chronic disease; Diabetes management; Research design; Disease","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":[0.0009224759,0.0001828852,0.0002848363,0.0009571316,0.0003396005,0.0004707997,0.0001731278,0.0002432707,0.001434373],"category_scores_gemma":[0.005427152,0.0001386037,0.0003111986,0.0007420828,0.0001677429,0.0004768053,0.0005642846,0.0004911803,0.0001292587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002048172,"about_ca_system_score_gemma":0.0002887873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002085033,"about_ca_topic_score_gemma":0.003452226,"domain_scores_codex":[0.9995617,0.0001034043,0.00008791219,0.00004996528,0.0001330266,0.00006403156],"domain_scores_gemma":[0.9968966,0.0005735356,0.001719947,0.00008967059,0.0002900073,0.000430284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004184674,0.00002289411,0.9987558,0.000009998625,0.00002220819,0.00001990225,0.0000569311,0.00001308458,0.00003196431,0.000005008463,0.00002400497,0.0009963914],"study_design_scores_gemma":[0.000002202862,0.00005878751,0.9995957,0.000009355412,0.000008738459,0.00009723345,0.000100916,0.00005101891,0.000009913688,0.0000113746,0.00005325703,0.000001505652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999009,0.0003975191,0.00004179623,0.00004465463,0.000005115551,0.000006759976,0.0001431806,8.254419e-7,0.0003510389],"genre_scores_gemma":[0.9995328,0.0001482407,0.00005922498,0.00002068858,0.000009587468,0.000005044917,0.0001501885,4.204533e-7,0.0000737725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002085033,"threshold_uncertainty_score":0.004878581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546861521719109,"score_gpt":0.2839908102218592,"score_spread":0.2685221950046681,"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."}}