{"id":"W3166100325","doi":"10.1111/epi.16959","title":"Epilepsy surgery in infants up to 3 months of age: Safety, feasibility, and outcomes: A multicenter, multinational study","year":2021,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Epilepsy; Epilepsy surgery; Cortical dysplasia; Interquartile range; Hemimegalencephaly; Perioperative; Surgery; Pediatrics; Epilepsy in children; Retrospective cohort study","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":[],"consensus_categories":[],"category_scores_codex":[0.0008178587,0.0002251488,0.0008019115,0.0003295825,0.00005531572,0.00002258967,0.00008595609,0.00007485444,0.0002732613],"category_scores_gemma":[0.002481997,0.0001918282,0.0001462221,0.0004844205,0.00007709224,0.00009713531,0.0002369903,0.0002317915,0.00003640381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001920767,"about_ca_system_score_gemma":0.0002670469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004927857,"about_ca_topic_score_gemma":0.001960795,"domain_scores_codex":[0.997404,0.0002765164,0.000715717,0.0005497637,0.0006397841,0.0004142337],"domain_scores_gemma":[0.9977585,0.0009878185,0.00008950292,0.0005335438,0.0002662748,0.0003643241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009861763,0.00329224,0.9860992,0.0001062189,0.0001734942,0.00123284,0.001562501,0.000004909491,0.0002264992,0.00003397945,0.0004049828,0.005876889],"study_design_scores_gemma":[0.006969555,0.0004111754,0.9902487,0.0001747999,0.00004682708,0.00001966521,0.001228389,0.000109977,0.0003800787,0.00005334658,0.0002184395,0.000139054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959748,0.0003038304,0.00002402393,0.001309419,0.0001837803,0.001601914,0.00007936941,0.00002643189,0.0004964362],"genre_scores_gemma":[0.9977297,0.0001415539,0.0008608105,0.0002351564,0.00003390813,0.0001095238,0.00009334982,0.00002396473,0.0007720747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005983379,"threshold_uncertainty_score":0.7822526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05031658517488972,"score_gpt":0.3644232976621998,"score_spread":0.31410671248731,"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."}}