{"id":"W2091290608","doi":"10.1097/00000542-200502000-00013","title":"Type 2 Diabetes Mellitus and the Catabolic Response to Surgery","year":2005,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Internal medicine; Medicine; Endocrinology; Catabolism; Diabetes mellitus; Glucagon; Leucine; Insulin; Metabolism; Amino acid; Biochemistry; Chemistry","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":[0.0007067419,0.0002981937,0.000172139,0.0003255562,0.000142815,0.0003858327,0.0001062873,0.0002896252,0.00177376],"category_scores_gemma":[0.002424154,0.0001337624,0.0002280003,0.000221967,0.0002536524,0.0001674838,0.0002044732,0.0004574561,0.0001404995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001482802,"about_ca_system_score_gemma":0.0001301043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002909775,"about_ca_topic_score_gemma":0.0003013748,"domain_scores_codex":[0.9997398,0.0001353086,0.00001812519,0.0000243182,0.00003847175,0.00004397137],"domain_scores_gemma":[0.9975141,0.0009128883,0.0009966372,0.00007956333,0.0001316889,0.0003651865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002815492,0.0002398392,0.9881489,0.0000353401,0.00007544371,0.0004120106,0.00006383661,0.00008648419,0.003045652,0.00002160946,0.00004017522,0.005015297],"study_design_scores_gemma":[0.00005083397,0.001882331,0.9957794,0.00001230735,0.00004635646,0.001147832,0.0001011866,0.0002457086,0.0004988335,0.00003915925,0.000190398,0.000005708294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994069,0.0002631464,0.00003676426,0.00003473491,0.000007872638,0.000004005496,0.00001350472,0.000001235918,0.0002318488],"genre_scores_gemma":[0.9996659,0.0000820983,0.00008303919,0.0000385038,0.00002037295,0.000003531312,0.00002708983,6.909593e-7,0.00007893208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00177376,"threshold_uncertainty_score":0.005933881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299347323900689,"score_gpt":0.2501348687308756,"score_spread":0.2371413954918687,"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."}}