{"id":"W4407766855","doi":"10.2147/ahmt.s482859","title":"The Impact of Virtual Care on Health-Related Quality of Life in Pediatric Diabetes Mellitus: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Adolescent Health Medicine and Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; St. Joseph’s Healthcare Hamilton; Centre for Advancing Health Outcomes; Impact; Queen's University; McMaster Children's Hospital; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Diabetes mellitus; Intensive care medicine; MEDLINE; Quality of life (healthcare); Health care; Family medicine; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055642,0.0005049673,0.007136637,0.0006476426,0.0001075281,0.000007256471,0.0003289094,0.0002050597,0.000007382839],"category_scores_gemma":[0.000849038,0.0002438327,0.0005676376,0.001418442,0.0002340279,0.00001999905,0.00009526306,0.0009787376,0.000003034846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003667793,"about_ca_system_score_gemma":0.00229017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001489986,"about_ca_topic_score_gemma":0.00001515499,"domain_scores_codex":[0.9920061,0.002001466,0.004076996,0.0004063555,0.0008516394,0.000657457],"domain_scores_gemma":[0.9943097,0.002047852,0.00234197,0.0007657736,0.0001996538,0.0003350227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002633615,0.0001777136,0.0005111314,0.7185384,0.0003929206,4.777865e-7,0.0002295009,1.367974e-7,8.822764e-9,0.0001579272,0.0007111331,0.2792543],"study_design_scores_gemma":[0.001375883,0.002482822,0.001077526,0.9826313,0.001737046,4.835254e-7,0.0003443881,0.000007846164,1.998684e-8,0.00002124036,0.01015775,0.0001637188],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007154122,0.9878771,0.000001325563,0.004001551,0.00016192,0.00771924,0.00003090639,0.00001809168,0.0001183472],"genre_scores_gemma":[0.001030241,0.995612,0.000002820565,0.002921285,0.0001111339,0.00008805458,0.0001046256,0.00003699385,0.00009279921],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2790906,"threshold_uncertainty_score":0.994321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107449690686096,"score_gpt":0.458774880550504,"score_spread":0.3480299114818944,"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."}}