{"id":"W2079379337","doi":"10.1007/s00381-006-0122-7","title":"Multiple subpial transections in pediatric epilepsy: indications and outcomes","year":2006,"lang":"en","type":"review","venue":"Child s Nervous System","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Epilepsy surgery; Neurosurgery; Epilepsy; Cortex (anatomy); Neuroscience; Motor cortex; Surgery; Psychology; Psychiatry","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"],"consensus_categories":[],"category_scores_codex":[0.0002557543,0.0004546904,0.001974365,0.0008870233,0.0002129994,0.00004059188,0.0001367462,0.0003745845,0.0000114785],"category_scores_gemma":[0.0000677425,0.0003279979,0.0005022131,0.0006380687,0.00005807341,0.00004474442,0.00003652177,0.0006734132,0.0001127933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004198991,"about_ca_system_score_gemma":0.0003665066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005338765,"about_ca_topic_score_gemma":0.0008834164,"domain_scores_codex":[0.9974982,0.0002429312,0.0008631744,0.000575239,0.0003457775,0.0004747428],"domain_scores_gemma":[0.9985861,0.0003293738,0.0002201969,0.0005275843,0.00004273596,0.0002940637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002939044,0.001190472,0.6329975,0.0861625,0.0006143525,0.0006755093,0.0002210965,0.000001568148,3.697908e-8,0.0005061554,0.001220064,0.2763813],"study_design_scores_gemma":[0.004819878,0.0004041396,0.4684363,0.01530792,0.004311021,0.001962722,0.0001133998,0.00001928062,2.558126e-7,0.000008167876,0.5038328,0.0007840955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0012554,0.9909713,0.0000214367,0.0001421574,0.0002122129,0.002912029,0.0002335512,0.0001486323,0.00410329],"genre_scores_gemma":[0.05024233,0.9469841,0.00006295243,0.00001194132,0.0005510892,0.0008244879,0.0006173663,0.00007785996,0.0006278476],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5026127,"threshold_uncertainty_score":0.9999172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891330439295754,"score_gpt":0.3169141301543363,"score_spread":0.2880008257613788,"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."}}