{"id":"W2938085236","doi":"10.1016/j.surg.2019.02.022","title":"Glycemic variability and mortality in patients hospitalized in general surgery wards","year":2019,"lang":"en","type":"article","venue":"Surgery","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Diabetes mellitus; Glycemic; Hypoglycemia; Internal medicine; Coefficient of variation; Cohort; Mortality rate; Pediatrics; 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":[0.0004231167,0.0002330752,0.0004256319,0.0004939627,0.0004025735,0.000835103,0.000240552,0.0005712406,0.0008362609],"category_scores_gemma":[0.002539148,0.0002151766,0.0004747416,0.000826291,0.0002275229,0.0004935335,0.0004357793,0.00108469,0.00009732919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004529259,"about_ca_system_score_gemma":0.0003829327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004669515,"about_ca_topic_score_gemma":0.005289961,"domain_scores_codex":[0.9996774,0.00008340509,0.00005505652,0.00004631637,0.00005379576,0.00008409788],"domain_scores_gemma":[0.9982598,0.0004616064,0.0006835405,0.00007762526,0.000090684,0.0004267493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003199176,0.00006610907,0.9984241,0.000007687499,0.00006787213,0.00007532001,0.00007703597,0.00006002618,0.00009828059,0.00001984368,0.0000472263,0.0007366136],"study_design_scores_gemma":[0.000006296242,0.000159025,0.9989561,0.000006544515,0.00002439731,0.0001183523,0.0003280477,0.0002782831,0.00002470195,0.00004703395,0.00004632834,0.000004845711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994062,0.0002223057,0.00002762546,0.00005232097,0.000009342743,0.000001629931,0.00006491541,0.000001288043,0.0002143172],"genre_scores_gemma":[0.9996964,0.00009269834,0.00002786156,0.00003861976,0.00001565469,0.00000182967,0.0000847561,8.357052e-7,0.00004144647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004669515,"threshold_uncertainty_score":0.009284675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127777184053503,"score_gpt":0.2608040751062958,"score_spread":0.2480263567009455,"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."}}