{"id":"W2914095215","doi":"10.1016/j.jcjd.2019.01.004","title":"Fast-Acting Insulin Aspart and the Need for New Mealtime Insulin Analogues in Adults With Type 1 and Type 2 Diabetes: A Canadian Perspective","year":2019,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Alberta","funders":"Novo Nordisk Canada; Diabetes Canada; Boehringer Ingelheim; AstraZeneca; Eli Lilly and Company; Novo Nordisk; Abbott Laboratories","keywords":"Medicine; Insulin aspart; Postprandial; Insulin; Glycemic; Internal medicine; Type 2 diabetes; Diabetes mellitus; Endocrinology; Glycated hemoglobin; Type 1 diabetes; Onset of action","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.002985171,0.000513403,0.001030583,0.001101096,0.001093318,0.002224718,0.001233033,0.002843867,0.01138848],"category_scores_gemma":[0.005273076,0.0002604927,0.0008135181,0.001664534,0.001429001,0.002007858,0.001082507,0.004946157,0.001333494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01113663,"about_ca_system_score_gemma":0.02581219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3934704,"about_ca_topic_score_gemma":0.513549,"domain_scores_codex":[0.998638,0.0001628874,0.0001832519,0.0001734784,0.000647325,0.0001951045],"domain_scores_gemma":[0.9948691,0.000819331,0.0004325777,0.00006177281,0.002463538,0.001353757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007572898,0.0002382177,0.005607426,0.002763048,0.0001036336,0.001623267,0.0005317545,0.0002569712,0.0008197975,0.01644839,0.2426372,0.728213],"study_design_scores_gemma":[0.00025015,0.0002830665,0.01386546,0.004334772,0.0001569662,0.002366762,0.0006751887,0.0002801371,0.0001523486,0.002326971,0.9752477,0.00006042476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004294842,0.716463,0.0007186297,0.2487466,0.006267304,0.00003458632,0.000384095,0.00005454898,0.02303628],"genre_scores_gemma":[0.03104055,0.8909997,0.00284139,0.05752641,0.006663417,0.00003034452,0.000453266,0.00004526489,0.01039968],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6065296,"threshold_uncertainty_score":0.7823603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0414859979910779,"score_gpt":0.3024043251875579,"score_spread":0.2609183271964801,"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."}}