{"id":"W4381377881","doi":"10.2337/db23-106-lb","title":"106-LB: Postprandial Glucose Management among Adults Living with Type 1 Diabetes Using Single-Hormone and Dual-Hormone Automated Insulin Delivery Systems","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Postprandial; Medicine; Glycemic; Insulin; Hypoglycemia; Internal medicine; Endocrinology; Crossover study; Diabetes mellitus; Type 1 diabetes; Type 2 diabetes; Placebo","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001495285,0.0003319982,0.0007405279,0.0002218092,0.0002074512,0.000422116,0.0002898774,0.0004045573,0.002496176],"category_scores_gemma":[0.001455904,0.0001499904,0.000756493,0.0002805157,0.0002219088,0.0003540718,0.0002936695,0.0005056903,0.0002025348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266556,"about_ca_system_score_gemma":0.0005073744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007203944,"about_ca_topic_score_gemma":0.001024802,"domain_scores_codex":[0.9994017,0.0002688369,0.00009400756,0.00008676659,0.00009858589,0.00005012761],"domain_scores_gemma":[0.9993128,0.0002237945,0.0002018393,0.00004317537,0.000067601,0.0001509841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5376565,0.01879425,0.1291691,0.003458577,0.002529393,0.0001115223,0.0002677692,0.0004885378,0.0110635,0.0001095671,0.001249623,0.2951018],"study_design_scores_gemma":[0.1038583,0.5257477,0.3569546,0.000415943,0.00290891,0.0002924989,0.000293071,0.001088171,0.005259741,0.0001168516,0.00302706,0.00003718131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961444,0.002338402,0.0002101618,0.00007660039,0.00006681153,0.0003134679,0.0002465198,0.00001279215,0.0005908351],"genre_scores_gemma":[0.9958802,0.001249127,0.001263961,0.0001821668,0.000100362,0.0004799409,0.0003686941,0.000002711136,0.0004728928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002496176,"threshold_uncertainty_score":0.008350551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570026478565845,"score_gpt":0.2409382498702222,"score_spread":0.2252379850845638,"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."}}