{"id":"W4409068303","doi":"10.1016/j.hctj.2025.100101","title":"Quality of life in young adults with type 1 diabetes","year":2025,"lang":"en","type":"article","venue":"Health Care Transitions","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Juvenile Diabetes Research Foundation United States of America","keywords":"Type 2 diabetes; Quality of life (healthcare); Quality (philosophy); Gerontology; Type 1 diabetes; Psychology; Medicine; Diabetes mellitus; Endocrinology; Psychotherapist; Physics","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":[0.0008969508,0.0001938374,0.0003664074,0.0005861045,0.000517094,0.0007929232,0.0001686568,0.0003281635,0.003355194],"category_scores_gemma":[0.002935831,0.0001266127,0.0005478603,0.0006288071,0.0001699231,0.0004633907,0.0006694717,0.0006654368,0.0002870751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004224072,"about_ca_system_score_gemma":0.000415144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005533824,"about_ca_topic_score_gemma":0.007898207,"domain_scores_codex":[0.9995207,0.0001148386,0.00006363198,0.00005662688,0.0001244791,0.0001196879],"domain_scores_gemma":[0.9988643,0.0001615196,0.0004456076,0.00002461488,0.0001562346,0.0003477893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000037451,0.00008001264,0.9913242,0.0000541978,0.00004745292,0.00007427648,0.000357416,0.00002519298,0.00005422913,0.000026998,0.0005187243,0.007399961],"study_design_scores_gemma":[0.000005232961,0.000131683,0.9978305,0.00006822708,0.00002405356,0.0002277453,0.0008107956,0.00005971098,0.00002957958,0.00003767775,0.0007712304,0.000003516978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922454,0.003024971,0.00007549208,0.0005562237,0.00005914883,0.00003750797,0.001238823,0.000005175968,0.002757337],"genre_scores_gemma":[0.9974032,0.001123474,0.0001475778,0.0001865058,0.0000202895,0.00002877472,0.0006928187,0.000001444473,0.0003958419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005533824,"threshold_uncertainty_score":0.01122427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04806824738627088,"score_gpt":0.4279329902732663,"score_spread":0.3798647428869955,"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."}}