{"id":"W4360615160","doi":"10.1016/j.eclinm.2023.101914","title":"Severity and duration of dysglycemia and brain injury among patients with neonatal encephalopathy","year":2023,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; SickKids Foundation; Hospital for Sick Children; Mental Health Research Canada","funders":"Medtronic Canada; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research; National Institutes of Health; American Society of Neuroradiology; Hospital for Sick Children; Medtronic; American Academy of Clinical Neuropsychology; Sapheon","keywords":"Medicine; Neonatal encephalopathy; Internal medicine; Receiver operating characteristic; Encephalopathy; Area under the curve; Gestational age; Glycemic; Pediatrics; Pregnancy; Insulin","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009109926,0.0002314581,0.0002112111,0.0004795744,0.0002507798,0.0005318436,0.0004282721,0.0004085507,0.001367267],"category_scores_gemma":[0.004836547,0.0001066626,0.0002232141,0.0008884972,0.0002904609,0.0003479182,0.0004130071,0.0005405789,0.0001231496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144906,"about_ca_system_score_gemma":0.001000497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02606063,"about_ca_topic_score_gemma":0.03939403,"domain_scores_codex":[0.9995932,0.0001039841,0.00006111578,0.00006630223,0.00009228357,0.00008321898],"domain_scores_gemma":[0.99696,0.0004927128,0.001694769,0.0001109701,0.0002775237,0.0004640793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000473297,0.000007728654,0.9992304,0.000006081663,0.00001341456,0.00001809273,0.00001227288,0.00001666499,0.0000158948,0.000005614613,0.00003419907,0.0005924375],"study_design_scores_gemma":[0.000001823914,0.00002508723,0.9996907,0.00001452428,0.0000108533,0.00006724681,0.00005662263,0.00005433974,0.00001969352,0.00001277187,0.00004526455,0.000001087802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997974,0.0009916774,0.00004384772,0.0001655383,0.000008095348,0.000006216978,0.0003585629,0.000001631592,0.0004504327],"genre_scores_gemma":[0.9991575,0.0003515916,0.00006884458,0.00003696978,0.00001019968,0.000006191813,0.0002972922,8.120915e-7,0.00007049849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02606063,"threshold_uncertainty_score":0.05181789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00982487715541417,"score_gpt":0.2827952471065233,"score_spread":0.2729703699511091,"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."}}