{"id":"W4388557184","doi":"10.1016/j.diabres.2023.111006","title":"Characteristics associated with having a hemoglobin A1c ≤ 7 % (≤53 mmol/mol) among adults with type 1 diabetes using an automated insulin delivery system","year":2023,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Diabetes Management and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University; Université de Montréal; Montreal Clinical Research Institute","funders":"JDRF; Breakthrough T1D Canada; Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Strategy for Patient-Oriented Research; Sanofi; Novo Nordisk; Juvenile Diabetes Research Foundation Canada","keywords":"Medicine; Type 1 diabetes; Diabetes mellitus; Insulin pump; Logistic regression; Body mass index; Insulin; Type 2 diabetes; Hemoglobin; Internal medicine; Pediatrics; Demography; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005677176,0.0002923091,0.0003977485,0.0007560141,0.0005268398,0.0009182186,0.0003869276,0.0007684731,0.002478258],"category_scores_gemma":[0.00435194,0.0002829727,0.0008361437,0.001570755,0.0002813315,0.0006407126,0.0004890064,0.00128859,0.000235221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003626226,"about_ca_system_score_gemma":0.0005838271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01280159,"about_ca_topic_score_gemma":0.01376259,"domain_scores_codex":[0.9993632,0.0001269674,0.0001363349,0.000103627,0.0001459926,0.0001239526],"domain_scores_gemma":[0.9957061,0.001214656,0.002051191,0.0001470325,0.0002919684,0.00058897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001101423,0.00009005641,0.9986798,0.000007371569,0.00003205895,0.000069391,0.00004500024,0.00002426926,0.00006083981,0.000008706497,0.00007468153,0.0007976978],"study_design_scores_gemma":[0.000005464897,0.0001114889,0.9992043,0.0000097779,0.00003300098,0.0001342022,0.0002608451,0.0001320618,0.0000169336,0.00001246716,0.00007541554,0.00000400237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986815,0.0002196587,0.00004241421,0.0001189916,0.00001568813,0.000009560501,0.0002174682,0.000002600419,0.000691993],"genre_scores_gemma":[0.9993523,0.00009961796,0.00006277543,0.00009895384,0.00002182547,0.000006140127,0.0001754486,0.000001908526,0.0001810568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01280159,"threshold_uncertainty_score":0.02545416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08631270600635307,"score_gpt":0.4193630211215323,"score_spread":0.3330503151151792,"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."}}