{"id":"W2901198742","doi":"10.1111/dme.13866","title":"Mealtime fast‐acting insulin aspart versus insulin aspart for controlling postprandial hyperglycaemia in people with insulin‐resistant Type 2 diabetes","year":2018,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Novo Nordisk","keywords":"Insulin aspart; Medicine; Postprandial; Insulin; Internal medicine; Type 2 diabetes; Endocrinology; Insulin lispro; Diabetes mellitus; Bolus (digestion)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001054466,0.0005962561,0.001501562,0.0005218272,0.0002113715,0.00004080439,0.000243272,0.0002091503,0.0003644745],"category_scores_gemma":[0.001449834,0.0004417289,0.0001217222,0.000981153,0.0003732906,0.0001619536,0.00008728993,0.0003493037,0.0001324336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034187,"about_ca_system_score_gemma":0.0002430282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001526152,"about_ca_topic_score_gemma":0.0003867568,"domain_scores_codex":[0.996236,0.000108473,0.0009141793,0.0008271259,0.0007294515,0.001184736],"domain_scores_gemma":[0.9971139,0.0009743737,0.0003342125,0.0006453148,0.0004772555,0.000454981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1822316,0.006225841,0.4306249,0.004494255,0.008466368,0.0005546733,0.01771336,0.000273731,0.03704842,0.003043926,0.01658102,0.2927418],"study_design_scores_gemma":[0.3882668,0.1486027,0.2679097,0.009944458,0.009322765,0.00001553706,0.005474079,0.02526087,0.01725818,0.0007421475,0.1235249,0.003677962],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810726,0.002984576,0.0001622125,0.003969048,0.001448437,0.002565867,0.00002355088,0.0001833558,0.007590345],"genre_scores_gemma":[0.9936247,0.0002908938,0.001759874,0.001410112,0.001611453,0.0003269468,0.0003691642,0.0001144687,0.0004923683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2890639,"threshold_uncertainty_score":0.9998034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201504236567055,"score_gpt":0.2674216235108438,"score_spread":0.2472711998541383,"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."}}