{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005575453,0.0007237818,0.001192381,0.0009141106,0.002016218,0.002910723,0.001870216,0.01151074,0.00360115],"category_scores_gemma":[0.04407512,0.000250567,0.001398335,0.000864925,0.002870256,0.002821456,0.001524562,0.01667777,0.0007798427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002969959,"about_ca_system_score_gemma":0.005371829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007231559,"about_ca_topic_score_gemma":0.01803105,"domain_scores_codex":[0.9942535,0.003258102,0.0008229223,0.0004330218,0.000936257,0.0002962653],"domain_scores_gemma":[0.981977,0.01268773,0.001165733,0.0002029585,0.002896562,0.001070105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002762228,0.00005377059,0.0005633393,0.002677052,0.0001302815,0.0007168035,0.0009155753,0.0001901683,0.0001885961,0.008375632,0.9174696,0.06844298],"study_design_scores_gemma":[0.0002471001,0.0002906042,0.00394399,0.02104409,0.0004013188,0.001134038,0.002081162,0.0004291314,0.0004298654,0.01685236,0.9530105,0.0001358828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007839138,0.08255201,0.0003121181,0.8127558,0.1005137,0.00002756935,0.00006828415,0.00002401136,0.002962684],"genre_scores_gemma":[0.0154178,0.08716451,0.0007367496,0.7252386,0.1679754,0.0000741972,0.00006713644,0.00003778431,0.003287823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01151074,"threshold_uncertainty_score":0.02948612,"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."}}