{"id":"W4392055763","doi":"10.1111/dme.15307","title":"Satisfaction with continuous glucose monitoring is associated with quality of life in young people with type 1 diabetes regardless of metabolic control and treatment type","year":2024,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Metabolic control analysis; Continuous glucose monitoring; Type 1 diabetes; Type 2 diabetes; Quality of life (healthcare); Diabetes mellitus; Control (management); Quality (philosophy); Gerontology; Internal medicine; Intensive care medicine; Endocrinology; Nursing; Artificial intelligence","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":[0.0006541093,0.0002134866,0.001087731,0.0003009262,0.0000255414,0.00001329202,0.00004926661,0.0000672798,0.00005924104],"category_scores_gemma":[0.0002930219,0.0001160161,0.0000267281,0.0008861275,0.0002112268,0.00007037663,0.00001589572,0.0001595333,0.000001851782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005614959,"about_ca_system_score_gemma":0.0001331707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000900897,"about_ca_topic_score_gemma":0.0008254501,"domain_scores_codex":[0.9982741,0.0001199957,0.0003976002,0.0003015382,0.0005922064,0.0003145528],"domain_scores_gemma":[0.9988053,0.0003363861,0.000155787,0.0002519484,0.0003017897,0.0001487368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007354846,0.0001509781,0.984547,0.0005879437,0.001140407,0.0000122773,0.001294307,0.000005531555,0.005647158,0.00006672875,0.00003922194,0.005772997],"study_design_scores_gemma":[0.007656305,0.004293134,0.9806113,0.00244265,0.0007943707,8.416192e-7,0.0007961567,0.0003485804,0.002869748,0.00001232529,0.00004670297,0.0001279226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897155,0.007954236,0.000009416753,0.0007076141,0.0001191257,0.0007451436,0.000007989724,0.00003343325,0.0007075529],"genre_scores_gemma":[0.99871,0.0005338853,0.0000454305,0.00003005225,0.00008097635,0.00003798235,0.00002111792,0.00003139037,0.0005091234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008994553,"threshold_uncertainty_score":0.4731001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226499288552928,"score_gpt":0.2972836619767624,"score_spread":0.2750186690912331,"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."}}