{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001093466,0.0001838312,0.0003446861,0.0001751962,0.00005371237,0.000007040276,0.00009346644,0.0002118027,0.0001505073],"category_scores_gemma":[0.0001336655,0.0001414929,0.00007612993,0.0002226475,0.0002704476,0.00004937765,0.0002246231,0.0004042154,0.0005310684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002677839,"about_ca_system_score_gemma":0.00001895207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001529389,"about_ca_topic_score_gemma":0.000006882302,"domain_scores_codex":[0.99871,0.00008367569,0.0001859665,0.0004788016,0.0001319574,0.0004095633],"domain_scores_gemma":[0.9993486,0.0001841486,0.00003650935,0.0002641213,0.00002658623,0.00014008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003110502,0.0000469212,0.864025,0.0001276519,0.00005122247,0.04743675,0.001027289,0.000009624666,0.005547881,0.0006512792,0.0007510029,0.07721491],"study_design_scores_gemma":[0.001066157,0.001389426,0.9531507,0.000001943848,0.00003619092,0.003990069,0.0000137973,0.0001892657,0.00003491324,0.001310683,0.03869257,0.0001243157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680946,0.0003220553,0.00001061766,0.0297509,0.0004535828,0.0002104423,0.00001657225,0.0002733487,0.0008678553],"genre_scores_gemma":[0.9799538,0.00007966148,0.00004666235,0.01857527,0.0002233309,0.00004994867,0.00002228376,0.00002453646,0.001024516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08912569,"threshold_uncertainty_score":0.6825987,"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."}}