{"id":"W4210439962","doi":"10.1111/jocs.16278","title":"Sweet victory: Optimizing glycemic control after coronary artery bypass grafting","year":2022,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Glycemic; Bypass grafting; Perioperative; Artery; Cardiac surgery; Cardiology; Internal medicine; Intensive care medicine; Surgery; Insulin","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":[],"consensus_categories":[],"category_scores_codex":[0.001133604,0.0002552075,0.001263659,0.0003618356,0.0002079056,0.00003591735,0.0001266949,0.00009912202,0.0005696446],"category_scores_gemma":[0.0002849102,0.0002277373,0.001358567,0.0002292152,0.00008007135,0.0002085116,0.00008109523,0.0008269533,0.00001073515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002422639,"about_ca_system_score_gemma":0.0004211229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003431398,"about_ca_topic_score_gemma":1.325722e-7,"domain_scores_codex":[0.9969374,0.0003054632,0.001042676,0.0002371363,0.0009656,0.0005117126],"domain_scores_gemma":[0.9976522,0.0009660341,0.000388739,0.0002764573,0.000347724,0.0003688039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06153723,0.0009789329,0.8390266,0.0002162572,0.00467818,0.01087301,0.001319359,0.0003966906,0.01141505,0.00003780127,0.04207552,0.02744539],"study_design_scores_gemma":[0.03079874,0.007665869,0.2221193,0.001395628,0.007968877,0.02743095,0.005022069,0.001206055,0.0007208774,0.0004713468,0.6925542,0.002646144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986006,0.006966233,0.000149089,0.001335378,0.00396967,0.0002374664,0.0000773678,0.00003377042,0.001224997],"genre_scores_gemma":[0.9959852,0.0002688998,0.0001909168,0.002316846,0.0009675948,0.00005264235,0.00001987124,0.00004755964,0.0001505374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6504786,"threshold_uncertainty_score":0.928686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176668578939743,"score_gpt":0.2421695824279099,"score_spread":0.2304028966385125,"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."}}