{"id":"W2105575861","doi":"10.1016/s2213-8587(13)70006-8","title":"Short-term intensive insulin therapy in type 2 diabetes mellitus: a systematic review and meta-analysis","year":2013,"lang":"en","type":"review","venue":"The Lancet Diabetes & Endocrinology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Insulin resistance; Internal medicine; Insulin; Diabetes mellitus; Meta-analysis; Type 2 diabetes; Type 2 Diabetes Mellitus; Homeostatic model assessment; 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":[0.008679288,0.002514297,0.01952308,0.003595519,0.0005200717,0.002582728,0.002060257,0.002324008,0.003871509],"category_scores_gemma":[0.01771509,0.001643064,0.02944257,0.005223824,0.0007100219,0.002007988,0.001890734,0.002467521,0.0002846381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002197643,"about_ca_system_score_gemma":0.002339796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007007431,"about_ca_topic_score_gemma":0.02152563,"domain_scores_codex":[0.9942676,0.002377834,0.001781891,0.0006728262,0.0006537685,0.0002460429],"domain_scores_gemma":[0.9889713,0.007685225,0.002171155,0.000407362,0.0005599092,0.0002051184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003628096,0.00004750993,0.003411791,0.2762502,0.701169,0.0001147896,0.00008813108,0.0003415131,0.0002127274,0.00008535808,0.0005032231,0.0141476],"study_design_scores_gemma":[0.001174082,0.0002230166,0.003833049,0.01258374,0.9807946,0.00007113709,0.00004644119,0.0001110065,0.00006827305,0.0001162092,0.0009537301,0.00002462313],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004739034,0.9942936,0.0003151477,0.00008661561,0.0001380941,0.00009548002,0.0001861522,0.00001623251,0.00012944],"genre_scores_gemma":[0.1911426,0.8040659,0.002355936,0.0009560312,0.0002818282,0.0003879851,0.0004329933,0.00002498593,0.0003517102],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01952308,"threshold_uncertainty_score":0.045901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171813470454443,"score_gpt":0.3549896932598041,"score_spread":0.2378083462143598,"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."}}