{"id":"W2014579729","doi":"10.1016/j.spen.2005.03.004","title":"Neonatal Seizures: To Treat Or Not To Treat?","year":2005,"lang":"en","type":"review","venue":"Seminars in Pediatric Neurology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Medicine; Neuroprotection; Neuroscience; Epilepsy; Phenobarbital; Anticonvulsant; Topiramate; Synaptogenesis; Brain damage; Anesthesia; Pharmacology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003521013,0.001042445,0.003491387,0.002043346,0.00007135318,0.00001625239,0.0006793329,0.001260801,0.0003785717],"category_scores_gemma":[0.0007886417,0.0007847567,0.000562771,0.00201731,0.0001092533,0.00005998093,0.0005704092,0.001562057,0.002023701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660343,"about_ca_system_score_gemma":0.0005671608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000318187,"about_ca_topic_score_gemma":0.00006140102,"domain_scores_codex":[0.994927,0.0003639722,0.001289461,0.001767243,0.0004072353,0.001245013],"domain_scores_gemma":[0.9966266,0.001243402,0.00026027,0.001064453,0.00005984192,0.0007454001],"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":[0.001525891,0.0001837549,0.00006907313,0.004770391,0.00001459911,0.02140949,0.0002813087,0.000002485998,0.000001436103,0.00001592581,0.01564629,0.9560794],"study_design_scores_gemma":[0.001058143,0.003905403,0.0001202803,0.0005471984,0.001127383,0.01731659,0.000008314445,9.695734e-7,0.000002434199,0.00001110384,0.9752854,0.0006168378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003005633,0.9888536,0.00001419991,0.001940457,0.001024473,0.002680101,0.0002622445,0.0001611093,0.002058186],"genre_scores_gemma":[0.00007715775,0.970785,0.0006626595,0.009251381,0.003208746,0.0004151918,0.0001785725,0.0001904034,0.01523094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9596391,"threshold_uncertainty_score":0.9994603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346170438686183,"score_gpt":0.3478126161626847,"score_spread":0.3143509117758229,"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."}}