{"id":"W4400401648","doi":"10.1038/s41390-024-03411-0","title":"Neonatal dysglycemia: a review of dysglycemia in relation to brain health and neurodevelopmental outcomes","year":2024,"lang":"en","type":"review","venue":"Pediatric Research","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Mental Health Research Canada; Hospital for Sick Children; University of Toronto; University of British Columbia","funders":"","keywords":"Medicine; Relation (database); Pediatrics; Intensive care medicine; Computer science; Data mining","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":[0.001571535,0.001309614,0.003954059,0.005836471,0.0002516634,0.001685682,0.001214836,0.001314966,0.003501187],"category_scores_gemma":[0.004527926,0.000557022,0.002332004,0.006626856,0.0004427436,0.001408896,0.001191212,0.001528992,0.0004195117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008787317,"about_ca_system_score_gemma":0.003059526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004551579,"about_ca_topic_score_gemma":0.009480244,"domain_scores_codex":[0.9993344,0.0001223168,0.0002603712,0.0001065323,0.0001403882,0.00003602598],"domain_scores_gemma":[0.9971753,0.001931151,0.0005272385,0.00002945303,0.0002623841,0.00007444234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003059449,0.0001014887,0.001245132,0.327153,0.002970961,0.0002046073,0.0001642913,0.0003902126,0.0005334044,0.001383665,0.01737086,0.6481764],"study_design_scores_gemma":[0.0003252905,0.0005386852,0.01196261,0.3970549,0.02104903,0.002100857,0.0004805211,0.0003409857,0.0004823188,0.002762752,0.5627123,0.0001898053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005012711,0.9997483,0.00001746595,0.00006613984,0.00003915551,0.000003055677,0.00002506863,0.000001220986,0.00004945215],"genre_scores_gemma":[0.0002875289,0.9994851,0.00006132179,0.00008106118,0.00004433014,0.000004286717,0.00001727328,4.362052e-7,0.00001862444],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005836471,"threshold_uncertainty_score":0.01171261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.098152248043172,"score_gpt":0.4736451152213222,"score_spread":0.3754928671781502,"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."}}