{"id":"W4285367533","doi":"10.2196/33401","title":"Effectiveness of a Diabetes-Focused Electronic Discharge Order Set and Postdischarge Nursing Support Among Poorly Controlled Hospitalized Patients: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Diabetes mellitus; Glycated hemoglobin; Randomized controlled trial; Medical prescription; Type 2 diabetes; Diabetes management; Type 2 Diabetes Mellitus; Emergency medicine; Pediatrics; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002689217,0.0006677546,0.005654345,0.0004095589,0.0003796631,0.00006546378,0.0002455208,0.0002122429,0.0007847659],"category_scores_gemma":[0.001880216,0.0004940436,0.001296592,0.0004571823,0.0005886025,0.0002421173,0.0001343594,0.0006630623,0.000005927243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000225217,"about_ca_system_score_gemma":0.0003302305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000145489,"about_ca_topic_score_gemma":6.628521e-7,"domain_scores_codex":[0.9933253,0.001926453,0.001685619,0.0007951641,0.001018741,0.001248712],"domain_scores_gemma":[0.9952257,0.002712047,0.0006695119,0.0004882073,0.0005363605,0.0003681496],"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":[0.8834172,0.002928585,0.1072283,0.0003552432,0.002155324,0.00000471889,0.0005378384,0.000002240064,0.001857721,0.001029033,0.0001228318,0.0003609062],"study_design_scores_gemma":[0.9726602,0.008911546,0.01241292,0.000374392,0.002352335,9.633595e-7,0.00009171548,0.001309362,0.0002802616,0.0009760305,0.00008609557,0.0005442078],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740938,0.0008619946,0.0000156357,0.0003180873,0.0007116515,0.02269596,0.0001796689,0.0001167247,0.001006456],"genre_scores_gemma":[0.9856245,0.00003088787,0.0000290798,0.0002417051,0.0001035187,0.01302113,0.0005593518,0.00009419455,0.0002956609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0948154,"threshold_uncertainty_score":0.9997511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00485528880277183,"score_gpt":0.2575836775095047,"score_spread":0.2527283887067329,"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."}}