{"id":"W2948950769","doi":"10.2337/dc19-0548","title":"Exploring Patient Preferences for Adjunct-to-Insulin Therapy in Type 1 Diabetes","year":2019,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Boehringer Ingelheim (Canada); Mount Sinai Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Eli Lilly and Company; Boehringer Ingelheim","keywords":"Medicine; Adjunct; Insulin; Diabetes mellitus; Internal medicine; Ketoacidosis; Diabetic ketoacidosis; Hypoglycemia; Type 1 diabetes; Surgery; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001666496,0.0001908967,0.0003687064,0.0003284768,0.0000386325,0.00004358624,0.0001743312,0.00006085972,0.0001380854],"category_scores_gemma":[0.0001150245,0.0001485365,0.0000987168,0.0004899884,0.00002435132,0.0001607022,0.00009918759,0.0001502453,0.0005229706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007026563,"about_ca_system_score_gemma":0.00004637849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003407301,"about_ca_topic_score_gemma":0.000006030463,"domain_scores_codex":[0.9983828,0.00003625915,0.0002289136,0.0003933077,0.0003348905,0.0006237992],"domain_scores_gemma":[0.9990945,0.0001441081,0.00003879756,0.0003500574,0.000230719,0.0001417947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008154418,0.00007796766,0.7363904,0.0003741755,0.0000548254,8.335599e-7,0.001141877,0.00003001668,0.003065431,0.0000245499,0.0004972234,0.2582611],"study_design_scores_gemma":[0.004247499,0.007921682,0.8348616,0.00101769,0.00004576597,2.141766e-8,0.00424394,0.0006851934,0.07392299,0.0002227734,0.07222346,0.0006073366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993037,0.001597548,5.051914e-7,0.0002887606,0.0005884396,0.002112575,0.00001982716,0.00005700756,0.002298309],"genre_scores_gemma":[0.9978817,0.0001791821,0.0002330575,0.000549936,0.0001113215,0.0005913283,0.0001413876,0.00004065091,0.0002714839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2576538,"threshold_uncertainty_score":0.6721904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0793523124892804,"score_gpt":0.2895696528104912,"score_spread":0.2102173403212108,"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."}}