{"id":"W4416176919","doi":"10.1159/000549430","title":"Technical Neurosurgical Aspects of Pediatric Epilepsy Surgery Including Resections and Disconnections","year":2025,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Neuromodulation; Neurostimulation; Pediatric epilepsy; Epilepsy surgery; Quality of life (healthcare); Epilepsy; Pediatric surgery","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":[0.0006445638,0.000832574,0.0004093772,0.001226724,0.0003213403,0.0006468032,0.0003764135,0.0004976871,0.002851131],"category_scores_gemma":[0.001353319,0.0001742495,0.0005518926,0.0007508544,0.0007201113,0.001083003,0.0005787647,0.001121051,0.001079164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004581081,"about_ca_system_score_gemma":0.00140071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008837512,"about_ca_topic_score_gemma":0.002341059,"domain_scores_codex":[0.9994973,0.00009181703,0.0001163114,0.00005826546,0.0001875423,0.00004882843],"domain_scores_gemma":[0.9987484,0.0006202782,0.0003199272,0.00004334434,0.0001781479,0.00008992956],"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":[0.0001042391,0.0000416841,0.008988174,0.008421854,0.0001593933,0.01421537,0.0003354115,0.001310553,0.00622739,0.005325571,0.01764843,0.9372219],"study_design_scores_gemma":[0.0000229659,0.0003833602,0.03952319,0.006008983,0.0002894761,0.3089418,0.0005955813,0.0005756282,0.006404788,0.006545196,0.6306159,0.00009316378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01521889,0.9484182,0.01047146,0.003453201,0.001006416,0.00006540425,0.0001803126,0.0001943742,0.02099182],"genre_scores_gemma":[0.05875181,0.9213735,0.01351378,0.001385748,0.002281568,0.00006811556,0.0003108876,0.00006906205,0.00224554],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002851131,"threshold_uncertainty_score":0.009537995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03819966092805787,"score_gpt":0.3002772693358219,"score_spread":0.2620776084077641,"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."}}