{"id":"W4200454833","doi":"10.1016/j.jcjd.2021.12.002","title":"Clinical Utility of Switching to Insulin Degludec From Other Basal Insulins in Adult Patients With Type 1 or Type 2 Diabetes","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"South Health Campus; University of Calgary; Foothills Medical Centre; Alberta Health; University of Alberta; Alberta Children's Hospital; Alberta Health Services","funders":"University of Alberta; Alberta Health Services","keywords":"Medicine; Insulin degludec; Cohort; Glycated hemoglobin; Type 2 Diabetes Mellitus; Retrospective cohort study; Type 2 diabetes; Internal medicine; Cohort study; Basal (medicine); Basal insulin; Outpatient clinic; Diabetes mellitus; Pediatrics; Insulin; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006987259,0.0003620098,0.0007276221,0.0003489511,0.0002573838,0.001058874,0.0002260047,0.0004846474,0.001319556],"category_scores_gemma":[0.003709599,0.0001209198,0.0005406407,0.0005584299,0.0002003154,0.000495517,0.0002039181,0.001025399,0.0002104335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006000552,"about_ca_system_score_gemma":0.0004730199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002071136,"about_ca_topic_score_gemma":0.003214941,"domain_scores_codex":[0.9996173,0.0001313957,0.00004327849,0.00007746958,0.00008059158,0.00004998417],"domain_scores_gemma":[0.9986523,0.0006175996,0.0002957233,0.00004604223,0.0001755079,0.0002128567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0276063,0.0008408276,0.8132839,0.000220947,0.0003279359,0.0006682949,0.0001538894,0.0006343756,0.00219716,0.0001377268,0.001728094,0.1522005],"study_design_scores_gemma":[0.0011769,0.008209174,0.97752,0.0002519719,0.0009310394,0.001721305,0.0007129883,0.003470144,0.002103199,0.0004748613,0.003373489,0.00005481795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838576,0.008011659,0.0002583363,0.0006716802,0.0001698976,0.00003940216,0.0003266496,0.00003405933,0.006630532],"genre_scores_gemma":[0.9969046,0.001559745,0.0003920239,0.0004776023,0.00009234184,0.00001241157,0.0002435216,0.000004213945,0.0003136042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002071136,"threshold_uncertainty_score":0.00441438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03118161748903131,"score_gpt":0.3031337859212102,"score_spread":0.2719521684321789,"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."}}