{"id":"W3119313397","doi":"10.15844/pedneurbriefs-35-2","title":"Seizure Outcomes of Epilepsy Surgery in Children","year":2021,"lang":"en","type":"letter","venue":"Pediatric Neurology Briefs","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epilepsy; Epilepsy surgery; Medicine; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002950146,0.0004508738,0.001781478,0.0009705253,0.00003291701,0.00001048283,0.0002061613,0.001154994,0.000424698],"category_scores_gemma":[0.0006366504,0.0003899957,0.0005685967,0.0006694773,0.000137888,0.00003805837,0.0001626018,0.003152012,0.00007800106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004032553,"about_ca_system_score_gemma":0.0008744873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004256252,"about_ca_topic_score_gemma":0.00001853425,"domain_scores_codex":[0.9964508,0.0004365163,0.0007958037,0.0008253344,0.0006316912,0.0008598623],"domain_scores_gemma":[0.9970663,0.001502128,0.0003020491,0.0008339201,0.0001369758,0.0001586801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005892873,0.0001721491,0.5902989,0.0001606048,0.000179979,0.008251875,0.000007165082,3.512481e-7,5.515113e-7,9.606506e-7,0.4006974,0.000171087],"study_design_scores_gemma":[0.00126997,0.0003010984,0.9748011,0.00001403392,0.0004064831,0.0008539238,6.51305e-7,0.000001001203,0.00001089224,0.00004255672,0.02208861,0.0002096362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.584995,0.002458631,9.888445e-7,0.4111457,0.0003466274,0.0005488042,0.0001221282,0.00004366065,0.0003384405],"genre_scores_gemma":[0.1575171,0.006547067,0.00006930241,0.8229626,0.007042046,0.000186365,0.00282372,0.0001858801,0.0026659],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4274779,"threshold_uncertainty_score":0.9998552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838787278303316,"score_gpt":0.2667947117805119,"score_spread":0.2484068389974787,"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."}}