{"id":"W1971423141","doi":"10.1111/j.1742-1241.2009.02002.x","title":"Initiating insulin therapy with, or switching existing insulin therapy to, biphasic insulin aspart 30/70 (NovoMix<sup>®</sup>30) in routine care: safety and effectiveness in patients with type 2 diabetes in 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":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Regional Hospital","funders":"Novo Nordisk","keywords":"Medicine; Insulin aspart; Insulin; Observational study; Postprandial; Diabetes mellitus; Internal medicine; Type 2 diabetes; Adverse effect; Endocrinology","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":[0.002667062,0.000320502,0.0007589683,0.0003058384,0.0003289303,0.000719315,0.0003095619,0.0004937683,0.0007633069],"category_scores_gemma":[0.005162071,0.0003519588,0.0008937475,0.0005319694,0.0003608495,0.0003687511,0.0003468073,0.0007605365,0.0001358556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005277814,"about_ca_system_score_gemma":0.0006430825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156487,"about_ca_topic_score_gemma":0.001543598,"domain_scores_codex":[0.997911,0.001021001,0.0002390063,0.000368462,0.0003043217,0.000156139],"domain_scores_gemma":[0.9935185,0.001602379,0.003564278,0.0002968107,0.0002335709,0.0007845201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02971486,0.004770195,0.9410086,0.0002314396,0.0007701874,0.00007920323,0.000186971,0.0001631469,0.001144124,0.00001713491,0.0002691945,0.02164482],"study_design_scores_gemma":[0.005118703,0.04189455,0.9499298,0.00007394405,0.0007621494,0.0003260826,0.000197682,0.0005487635,0.0006163718,0.00002306899,0.0004824573,0.0000264346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994088,0.0002974333,0.00003627947,0.00001599668,0.000005096738,0.00003207721,0.00008321196,0.000002256659,0.000118741],"genre_scores_gemma":[0.9989449,0.0002859331,0.0002384296,0.00008831367,0.00002182467,0.0000443312,0.0003009319,0.000001053102,0.00007434452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002667062,"threshold_uncertainty_score":0.01410496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139587557834168,"score_gpt":0.4458009569010096,"score_spread":0.3318422011175928,"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."}}