{"id":"W1978357328","doi":"10.1111/j.1742-1241.2009.02064.x","title":"Intensification to biphasic insulin aspart 30/70 (BIAsp 30, NovoMix®30) can improve glycaemic control in patients treated with basal insulins: a subgroup analysis of the IMPROVE™observational study","year":2009,"lang":"en","type":"article","venue":"International Journal of Clinical Practice","topic":"Diabetes Management and Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Regional Hospital","funders":"Novo Nordisk","keywords":"Medicine; Insulin aspart; Internal medicine; Insulin; Postprandial; Diabetes mellitus; NPH insulin; Basal (medicine); Type 2 diabetes; Endocrinology; Hypoglycemia; Observational study; Subgroup analysis; Insulin glargine; Meta-analysis","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004616975,0.0003172534,0.001125735,0.000982467,0.00007382753,0.0001273473,0.0008978632,0.0001817027,0.0002007609],"category_scores_gemma":[0.01745,0.000210408,0.0004648557,0.001437093,0.0001572355,0.0007171037,0.0001447755,0.001352571,0.00002938646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003390464,"about_ca_system_score_gemma":0.0005034762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002254136,"about_ca_topic_score_gemma":0.00003700537,"domain_scores_codex":[0.9927034,0.0008328339,0.002924985,0.0005376344,0.002623006,0.0003781619],"domain_scores_gemma":[0.989206,0.002532835,0.002083227,0.0005459942,0.005321808,0.0003102094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0171525,0.00957981,0.9250639,0.00001851119,0.007087136,0.000156816,0.0008451611,0.00712436,0.0002391229,0.0001048762,0.000804498,0.0318233],"study_design_scores_gemma":[0.0187027,0.006641529,0.9269087,0.0001934133,0.002438006,0.000005480566,0.0009223919,0.04253462,0.00005103726,0.00006404538,0.001322486,0.0002156298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800075,0.00004271269,0.0003977671,0.0173751,0.0002677791,0.001395617,0.00006797962,0.00001503454,0.0004304933],"genre_scores_gemma":[0.9919145,0.0000486732,0.0004246904,0.006788671,0.0004996136,0.00002342803,0.00006452462,0.00002894756,0.000206927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03541026,"threshold_uncertainty_score":0.9908264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0668688402465053,"score_gpt":0.4017564322665407,"score_spread":0.3348875920200354,"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."}}