{"id":"W3035010216","doi":"10.2337/db20-981-p","title":"981-P: Postprandial Hyperglycemia following Insulin Suspensions by the Artificial Pancreas: Implications for Bolus Calculators","year":2020,"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; Insulin; Meal; Bolus (digestion); Internal medicine; Diabetes mellitus; Endocrinology; Type 1 diabetes","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":[0.001354373,0.0002251184,0.0002677939,0.0003801059,0.0001500325,0.0006051671,0.0002570738,0.0002585957,0.002305605],"category_scores_gemma":[0.005074685,0.0001099003,0.000391465,0.0005298008,0.0003217775,0.0003335066,0.0002813586,0.0004970374,0.0003348907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189858,"about_ca_system_score_gemma":0.0002951616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006018881,"about_ca_topic_score_gemma":0.0003372081,"domain_scores_codex":[0.9991098,0.0003655487,0.0001259407,0.0001049041,0.0002297883,0.00006405055],"domain_scores_gemma":[0.9947186,0.002372361,0.002228503,0.0002188058,0.0002858887,0.000175834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001585316,0.0001236866,0.9588491,0.0002771897,0.00008799849,0.002382236,0.0001452445,0.00006552626,0.001699038,0.00005823888,0.00039764,0.03432877],"study_design_scores_gemma":[0.00003759016,0.001428844,0.9839233,0.0001923927,0.000156781,0.01086983,0.0003416574,0.0002857614,0.001889554,0.00005592586,0.000808609,0.000009776819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960033,0.002337945,0.0002976785,0.0001736742,0.00001984672,0.00001517114,0.0001250832,0.000007442277,0.001019752],"genre_scores_gemma":[0.9984832,0.0006773813,0.000380219,0.00006797838,0.0000339092,0.00001407299,0.0001231868,0.000007640016,0.0002124326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002305605,"threshold_uncertainty_score":0.00771302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03721102321606365,"score_gpt":0.3019316634707735,"score_spread":0.2647206402547099,"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."}}