{"id":"W4412433157","doi":"10.1016/j.jdiacomp.2025.109137","title":"BETTER sleep: Sleep quality among adults living with type 1 diabetes in Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Diabetes and its Complications","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski; Montreal Clinical Research Institute; Centres Intégré Universitaires de Santé et de Services Sociaux; McGill University; Centre Hospitalier de l’Université de Montréal; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache","funders":"","keywords":"Medicine; Sleep (system call); Type 2 diabetes; Diabetes mellitus; Sleep quality; Gerontology; Psychiatry; Endocrinology; Insomnia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003330847,0.000290644,0.0004673764,0.0009349128,0.003012608,0.001683076,0.001164127,0.0009467725,0.004557837],"category_scores_gemma":[0.001846837,0.0003086634,0.0008701842,0.003897171,0.0004728756,0.0007290606,0.0009898414,0.00184886,0.0002137554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01595418,"about_ca_system_score_gemma":0.02143281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915292,"about_ca_topic_score_gemma":0.9964557,"domain_scores_codex":[0.99933,0.00003770735,0.00006348342,0.0001035903,0.0001514853,0.0003136021],"domain_scores_gemma":[0.9980145,0.00006738768,0.0003672794,0.00002667265,0.0006788927,0.0008453231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007682132,0.000113079,0.9927077,0.00004151494,0.00005626128,0.00008496764,0.0005840717,0.00005134454,0.0000608036,0.00006427072,0.00177391,0.0043853],"study_design_scores_gemma":[0.00001074322,0.00001884677,0.996752,0.00005035228,0.0000267962,0.00003391219,0.002430178,0.00009331453,0.0000103641,0.00002654989,0.0005382342,0.000008688888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855514,0.002482421,0.00004917214,0.002350773,0.0001181983,0.00005463199,0.004863778,0.000006203336,0.004523479],"genre_scores_gemma":[0.9957528,0.001056639,0.00008720814,0.0005876921,0.00003045813,0.00001671671,0.001080429,0.000004227924,0.001383678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01595418,"threshold_uncertainty_score":0.1157562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009515753049067871,"score_gpt":0.2577193628630386,"score_spread":0.2482036098139707,"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."}}