{"id":"W4414548089","doi":"10.1007/978-981-95-0673-6_69","title":"Intensive Insulin Therapy in the Medical ICU: The Leuven 2 Trial","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Hypoglycemia; Insulin; Randomized controlled trial; Intensive care; Renal replacement therapy; Incidence (geometry); Intensive care unit","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":[0.0007648975,0.0006643906,0.001564179,0.0002078052,0.000123793,0.001148451,0.0003268104,0.001120118,0.0033295],"category_scores_gemma":[0.001623658,0.0001601836,0.001191218,0.000380742,0.0002374271,0.0004891234,0.0003574191,0.001462824,0.0003781313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004622978,"about_ca_system_score_gemma":0.0005945148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00071711,"about_ca_topic_score_gemma":0.001817062,"domain_scores_codex":[0.9994381,0.0004347343,0.00002155649,0.00002974308,0.00002606677,0.00004968277],"domain_scores_gemma":[0.9994403,0.00029245,0.00009745002,0.00003166809,0.00001483032,0.0001234344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6848308,0.00344074,0.006237387,0.002548696,0.004733339,0.0008426522,0.00008829559,0.004199528,0.001767373,0.002165823,0.04277507,0.2463704],"study_design_scores_gemma":[0.7921284,0.05587063,0.06997326,0.003868919,0.0113835,0.001231842,0.0002834084,0.005745488,0.0009317708,0.006384768,0.05198329,0.0002146609],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6723422,0.2636004,0.001565612,0.01352344,0.003933778,0.0006277292,0.005134933,0.0001879305,0.03908391],"genre_scores_gemma":[0.8737369,0.07941008,0.00382836,0.01749333,0.003560877,0.001531786,0.004686533,0.0001110599,0.01564117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0033295,"threshold_uncertainty_score":0.01113826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293306822633163,"score_gpt":0.3108643359910759,"score_spread":0.2779312677647443,"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."}}