{"id":"W4401961831","doi":"10.1002/dmrr.3837","title":"Overweight and Obesity in People Living With Type 1 Diabetes: A Cross‐Sectional Analysis of the BETTER Registry","year":2024,"lang":"en","type":"article","venue":"Diabetes/Metabolism Research and Reviews","topic":"Diabetes Management and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Centre Hospitalier de l’Université de Montréal; McGill University; Université de Montréal; Montreal Clinical Research Institute","funders":"Breakthrough T1D Canada; Strategy for Patient-Oriented Research; Novo Nordisk; Novo Nordisk Canada; Eli Lilly Canada; Mitacs; Sanofi; Bayer HealthCare; Les Laboratories Pierre Fabre; Juvenile Diabetes Research Foundation Canada; Novartis Pharma; Diabète Québec; Eli Lilly and Company","keywords":"Medicine; Overweight; Underweight; Obesity; Diabetes mellitus; Type 2 diabetes; Internal medicine; Depression (economics); Insulin; Cross-sectional study; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003698573,0.0002011142,0.00078881,0.0009381947,0.0001767652,0.0002404614,0.0002298834,0.0001129883,0.0002638727],"category_scores_gemma":[0.0006059297,0.0001072782,0.0001886987,0.004445246,0.0006039217,0.0001863185,0.0003986489,0.0007773868,0.00001856664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004330773,"about_ca_system_score_gemma":0.0001069711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002861737,"about_ca_topic_score_gemma":0.00006405532,"domain_scores_codex":[0.9970759,0.0004217151,0.0004367353,0.0005579568,0.0008319493,0.0006757951],"domain_scores_gemma":[0.9984241,0.0005323327,0.00006909695,0.0005470368,0.0002314472,0.0001960628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001568156,0.0001278402,0.9888146,0.002096911,0.000545665,0.000004581589,0.000160501,0.00000135134,0.001203114,0.0002067964,0.001018607,0.00580433],"study_design_scores_gemma":[0.0002739007,0.0001235996,0.9814528,0.00112256,0.0003342064,4.785409e-7,0.00002421788,0.001205785,0.0002563386,0.0001273827,0.01495765,0.0001211314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211931,0.07621103,0.000001782615,0.0004442055,0.00009866949,0.0007701726,0.0000133581,0.00001496021,0.001252771],"genre_scores_gemma":[0.9857495,0.008217365,0.0000835528,0.0001672987,0.0001646361,0.00009350401,0.00002066255,0.00002392427,0.00547956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06799366,"threshold_uncertainty_score":0.4374678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638575409692792,"score_gpt":0.3482715093270931,"score_spread":0.3118857552301652,"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."}}