{"id":"W4200181867","doi":"10.1016/j.pediatrneurol.2021.11.014","title":"Neonatal Seizures: Challenges and the Road Ahead","year":2021,"lang":"en","type":"letter","venue":"Pediatric Neurology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; SickKids Foundation; Hospital for Sick Children; Montreal Children's Hospital; University of Toronto","funders":"","keywords":"Medicine; Phenobarbital; Phenytoin; Neonatal seizure; Scopus; Intensive care; Pediatrics; Randomized controlled trial; Clinical trial; Epilepsy; Intensive care medicine; MEDLINE; Psychiatry; Pharmacology; Internal medicine","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":[0.002581166,0.0007869825,0.001304076,0.0008598751,0.003821562,0.004173531,0.001697616,0.05138306,0.01014903],"category_scores_gemma":[0.0170392,0.0005312764,0.001027629,0.000755018,0.003178562,0.006453686,0.002071945,0.03289285,0.005116173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004323998,"about_ca_system_score_gemma":0.005697992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005113751,"about_ca_topic_score_gemma":0.01058802,"domain_scores_codex":[0.9974672,0.0009717313,0.0003310569,0.0002496955,0.0005868816,0.0003934129],"domain_scores_gemma":[0.990346,0.004372794,0.0005730351,0.0002825519,0.001767734,0.0026579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007101441,0.0000615091,0.00203934,0.0001515418,0.00002050093,0.02468587,0.0002287874,0.0002301784,0.0001715501,0.006763321,0.9452435,0.02033285],"study_design_scores_gemma":[0.000207477,0.0001398172,0.003615092,0.002106717,0.00005159111,0.0671941,0.003159079,0.001319968,0.0002106479,0.05904688,0.8627899,0.0001588189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004381779,0.002661427,0.00007421983,0.9877108,0.006161261,0.000003950307,0.00001963305,0.0000169479,0.002913595],"genre_scores_gemma":[0.01442402,0.009328258,0.0006817563,0.8364083,0.1325446,0.00003239948,0.00005047446,0.0000344141,0.006495786],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05138306,"threshold_uncertainty_score":0.03395188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998140059113695,"score_gpt":0.2370038469731943,"score_spread":0.2170224463820574,"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."}}