{"id":"W4416452053","doi":"10.1177/15209156251390818","title":"Clinical Trials in Diabetes: Examining the Value of Use of Continuous Dual Glucose-Ketone Monitoring","year":2025,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System","funders":"","keywords":"Diabetic ketoacidosis; Continuous glucose monitoring; Type 1 diabetes; Clinical trial; Diabetes mellitus; Type 2 diabetes; Incidence (geometry); Insulin delivery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.1454585,0.001019567,0.00424054,0.001567074,0.0008945794,0.005156019,0.001402673,0.004235059,0.006478502],"category_scores_gemma":[0.3738589,0.0005750037,0.003377941,0.003095586,0.002485503,0.004626904,0.001881965,0.004006334,0.0007104818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001902308,"about_ca_system_score_gemma":0.00388666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005106968,"about_ca_topic_score_gemma":0.001135089,"domain_scores_codex":[0.7375157,0.2305767,0.01625293,0.004116512,0.01051752,0.001020641],"domain_scores_gemma":[0.4547328,0.4656371,0.05046805,0.009606718,0.01229829,0.007257111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3526708,0.002343961,0.04994867,0.0317098,0.03239725,0.0001887004,0.0008323202,0.001563177,0.0010056,0.01193936,0.013934,0.5014663],"study_design_scores_gemma":[0.2429535,0.2276075,0.1680546,0.04292453,0.07408965,0.001224903,0.001495484,0.01076582,0.002051312,0.03733227,0.191005,0.0004955378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.155585,0.6888041,0.01445768,0.05592456,0.01119911,0.01552498,0.003324641,0.0003483826,0.05483144],"genre_scores_gemma":[0.8387156,0.07586493,0.03260243,0.02203828,0.007053901,0.01916894,0.001068075,0.0001444701,0.003343542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1454585,"threshold_uncertainty_score":0.7692671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05537565314692899,"score_gpt":0.3512778237731264,"score_spread":0.2959021706261974,"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."}}