{"id":"W4308188102","doi":"10.2337/dc22-0490","title":"Low-Dose Empagliflozin as Adjunct to Hybrid Closed-Loop Insulin Therapy in Adults With Suboptimally Controlled Type 1 Diabetes: A Randomized Crossover Controlled Trial","year":2022,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Institutes of Health; Novo Nordisk; National Institute of Diabetes and Digestive and Kidney Diseases; Dexcom; Oregon State University; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Empagliflozin; Adjunct; Crossover study; Randomized controlled trial; Diabetes mellitus; Type 2 diabetes; Closed loop; Insulin; Type 1 diabetes; Internal medicine; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002181995,0.0006882348,0.00363839,0.0009423117,0.0002919197,0.0001841641,0.0005773421,0.0001226576,0.001823286],"category_scores_gemma":[0.001737818,0.0004807368,0.0008089222,0.00132124,0.0002431938,0.0001723451,0.0003428689,0.0008464117,0.0002931445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000329874,"about_ca_system_score_gemma":0.000582777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002543295,"about_ca_topic_score_gemma":0.00002159031,"domain_scores_codex":[0.9936645,0.001101745,0.001150124,0.001004835,0.00165254,0.00142628],"domain_scores_gemma":[0.9964002,0.001290805,0.0003346966,0.0008530763,0.0006625381,0.000458643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9733685,0.001323112,0.01148864,0.0002401791,0.001488066,0.0001773456,0.001467463,0.0004509761,0.0006137341,0.00003054251,0.001635425,0.007716004],"study_design_scores_gemma":[0.9797131,0.01163038,0.001172789,0.0003621076,0.0003549192,4.64088e-7,0.001126756,0.002544923,0.0009079039,0.0000422566,0.001550527,0.00059389],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637919,0.003643495,0.000001227894,0.0008666622,0.0007404503,0.02629606,0.00007931604,0.0001548921,0.004426014],"genre_scores_gemma":[0.9828433,0.0001379953,0.00007464975,0.003407472,0.0003379254,0.009684589,0.0004789639,0.0001478462,0.002887284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01905139,"threshold_uncertainty_score":0.9997644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008471843714326271,"score_gpt":0.2624475663905688,"score_spread":0.2539757226762425,"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."}}