{"id":"W4408506488","doi":"10.1089/dia.2025.8811.ss","title":"Use of Diabetes Technology at the Advanced Age","year":2025,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute on Aging","keywords":"Medicine; Diabetes mellitus; Intensive care medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008017252,0.0001436767,0.0002467513,0.001139133,0.0007904507,0.00240495,0.0002842203,0.001007186,0.007875239],"category_scores_gemma":[0.004183404,0.00009233586,0.0004313294,0.001069972,0.0004979292,0.001952063,0.001233874,0.001651534,0.001846935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008572474,"about_ca_system_score_gemma":0.001127015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002490427,"about_ca_topic_score_gemma":0.003182434,"domain_scores_codex":[0.9991876,0.0001638257,0.00006466521,0.0000816886,0.0002961867,0.0002059058],"domain_scores_gemma":[0.99694,0.0005878028,0.0007953359,0.0001495062,0.0004509911,0.001076337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004174844,0.0008587426,0.44698,0.0003716958,0.00007548068,0.003406463,0.004052048,0.0003419409,0.004430748,0.03261064,0.02425465,0.4822001],"study_design_scores_gemma":[0.00003091783,0.001073789,0.5101511,0.00150386,0.000157083,0.01775814,0.007268421,0.0006102651,0.00246263,0.02313373,0.435781,0.00006915533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6871662,0.0556097,0.003270969,0.04390565,0.001342152,0.00005599203,0.001937128,0.0001343971,0.2065777],"genre_scores_gemma":[0.936738,0.04014438,0.00213496,0.00459023,0.0006671896,0.00002554686,0.0005503718,0.00002628994,0.01512306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007875239,"threshold_uncertainty_score":0.02634525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02686669954305968,"score_gpt":0.3068122724191537,"score_spread":0.279945572876094,"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."}}