{"id":"W2143906026","doi":"10.1046/j.1463-1326.2000.00107.x","title":"Optimizing insulin delivery: assessment of three strategies in intensive diabetes management","year":2000,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Management and Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Insulin; Dietary management; Meal; Medicine; Diabetes mellitus; Type 2 diabetes; Metabolic control analysis; Basal insulin; Endocrinology; Internal medicine","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":[0.001774946,0.000655483,0.000563722,0.0003994857,0.000160944,0.0005216448,0.0004409059,0.0006495577,0.0008775456],"category_scores_gemma":[0.00424605,0.0002263005,0.0003847253,0.0002399942,0.0002928832,0.0004298849,0.0004284786,0.0004563307,0.0001015776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003878292,"about_ca_system_score_gemma":0.0004263688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000327738,"about_ca_topic_score_gemma":0.0004224106,"domain_scores_codex":[0.9990097,0.0004885502,0.0001237503,0.00008840198,0.000235411,0.00005413617],"domain_scores_gemma":[0.9982548,0.0007766741,0.0005051174,0.00008131084,0.00009785863,0.0002841461],"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":[0.05194062,0.03002021,0.1531128,0.002035376,0.001103345,0.00008321168,0.0006018563,0.009491467,0.008628791,0.0004077476,0.0005866514,0.7419878],"study_design_scores_gemma":[0.02835633,0.3110211,0.6211092,0.0006164023,0.001602772,0.0005455783,0.0008113459,0.02214365,0.008336173,0.001684662,0.003649506,0.0001233213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953401,0.0008253949,0.001988795,0.0001279405,0.00001218388,0.0006473111,0.00003606718,0.00002147415,0.001000739],"genre_scores_gemma":[0.9898246,0.0005685279,0.008137917,0.0001251642,0.00002794144,0.0009694052,0.00009058278,0.00000247268,0.0002534731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001774946,"threshold_uncertainty_score":0.009386957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525380925888541,"score_gpt":0.2711590562942703,"score_spread":0.2559052470353849,"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."}}