{"id":"W4361299170","doi":"10.1212/wnl.0000000000207202","title":"Seizure Burden and Neurologic Outcomes After Neonatal Encephalopathy","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; SickKids Foundation; Centre Hospitalier Universitaire Sainte-Justine; Hospital for Sick Children; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health; Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Medicine; Pediatrics; Encephalopathy; Neonatal intensive care unit; Neurointensive care; Confounding; Anesthesia; Prospective cohort study; Neonatal encephalopathy; Cohort study; Cohort; Bayley Scales of Infant Development; Intensive care; Hypothermia; Internal medicine; Cognition; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006380423,0.0002526081,0.0002480917,0.0006776206,0.0002349946,0.0004876056,0.0002957112,0.0002337145,0.001092675],"category_scores_gemma":[0.004121372,0.0001042628,0.0003224725,0.0006719723,0.0002155466,0.0004177022,0.0005640311,0.0004052343,0.000132512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000435777,"about_ca_system_score_gemma":0.0003111434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002913425,"about_ca_topic_score_gemma":0.003732291,"domain_scores_codex":[0.9995854,0.00008987285,0.0000753583,0.00008206759,0.00008210108,0.00008519798],"domain_scores_gemma":[0.9968094,0.000385203,0.002163972,0.00009938647,0.0002026347,0.00033941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007095762,0.00001112474,0.9987657,0.000007050731,0.00002191945,0.0001058936,0.0000158746,0.00002696938,0.00004103744,0.000008027621,0.0000281812,0.0008972599],"study_design_scores_gemma":[0.00000138101,0.00004589802,0.9994973,0.000008086176,0.000007621665,0.0002798276,0.00004204523,0.00004089967,0.00002573122,0.00001551647,0.00003441858,0.00000114572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989544,0.0003585455,0.00003412668,0.00004702364,0.000004755388,0.000004216734,0.0002897356,0.000001624978,0.0003054387],"genre_scores_gemma":[0.9993812,0.0001868981,0.00004064057,0.00001156192,0.000009641841,0.000005795478,0.0002912171,0.000001103829,0.00007183842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002913425,"threshold_uncertainty_score":0.005792916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159637242781839,"score_gpt":0.2499416551034879,"score_spread":0.2383452826756695,"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."}}