{"id":"W3192601169","doi":"10.1002/epi4.12528","title":"Response: Sotos Syndrome and the added value of genetic workup in epilepsy surgery","year":2021,"lang":"en","type":"letter","venue":"Epilepsia Open","topic":"Genetic Syndromes and Imprinting","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"Savoy Foundation; LivaNova; Biogen","keywords":"Sotos syndrome; Epilepsy; Levetiracetam; Medicine; Pediatrics; Malignancy; Epilepsy surgery; Epileptogenesis; Epilepsy syndromes; Surgery; Pathology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001758012,0.0004112569,0.001021404,0.0001365648,0.00008626616,0.000150974,0.0009870272,0.0007711498,0.0001712147],"category_scores_gemma":[0.0007171144,0.0003342835,0.0002796653,0.0002581834,0.0003281939,0.000005141572,0.001451589,0.0006783152,0.00001040814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001971979,"about_ca_system_score_gemma":0.0004274949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002588,"about_ca_topic_score_gemma":0.00002092735,"domain_scores_codex":[0.9960359,0.001422765,0.0008697328,0.0008485555,0.0002849188,0.0005381136],"domain_scores_gemma":[0.9976261,0.0005865683,0.0004284756,0.001210807,0.00008388456,0.00006415164],"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":[0.0008166524,0.0001055686,0.06060595,0.0004657495,0.0006570434,0.001062135,0.0002812689,0.00008171571,0.009251579,0.00003394121,0.9212663,0.005372067],"study_design_scores_gemma":[0.002697423,0.0002357982,0.401433,0.0008241621,0.0001273057,0.001332924,0.000163604,0.00005662754,0.002172638,0.0002308639,0.5898387,0.0008869303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8954188,0.005047381,0.00005264049,0.09704709,0.0004696597,0.001309699,0.00005099104,0.000006033064,0.0005976694],"genre_scores_gemma":[0.8103228,0.00278737,0.003434218,0.1722598,0.0009092347,0.000598665,0.0006884505,0.0002513677,0.00874807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.340827,"threshold_uncertainty_score":0.9999109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718373920330835,"score_gpt":0.2508722893739756,"score_spread":0.2336885501706673,"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."}}