{"id":"W1983348224","doi":"10.1016/j.yebeh.2014.12.040","title":"Verbal memory and literacy outcomes one year after pediatric temporal lobectomy: A retrospective cohort study","year":2015,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Australian Research Council; University of Sydney; Academy of the Social Sciences in Australia","keywords":"Literacy; Epilepsy; Temporal lobe; Retrospective memory; Retrospective cohort study; Semantic memory; Cohort; Psychology; Reading (process); Temporal lobectomy; Developmental psychology; Medicine; Audiology; Pediatrics; Psychiatry; Cognition; Surgery; Childhood memory; Internal medicine; Linguistics","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":[0.0004627637,0.0003166431,0.0007157119,0.0002427598,0.00007723793,0.00008035332,0.0001042078,0.0001107928,0.0004300596],"category_scores_gemma":[0.0001557048,0.0002533298,0.0001377548,0.0003157304,0.00009652469,0.0002270816,0.0001521168,0.0004099511,0.0003212371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004597539,"about_ca_system_score_gemma":0.0002723028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006225324,"about_ca_topic_score_gemma":0.00009236977,"domain_scores_codex":[0.997297,0.0001299267,0.0003814439,0.0006422614,0.0009694497,0.0005798565],"domain_scores_gemma":[0.9980847,0.0000482802,0.00008713146,0.0006095528,0.0003126428,0.0008576715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007312472,0.00370852,0.9913242,0.00001390453,0.0001768707,0.00105488,0.001218661,1.988731e-8,0.000005855638,0.000004811916,0.0006597239,0.001101316],"study_design_scores_gemma":[0.006320852,0.003479867,0.9882399,0.00001757999,0.001161016,0.00002328957,0.0004010289,0.000001562475,0.0000219689,0.00002073499,0.00008463115,0.0002275006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951435,0.0005527006,0.000002455343,0.0002047598,0.0002242686,0.002667709,0.00006248886,0.0001219286,0.001020179],"genre_scores_gemma":[0.994939,0.0000522619,0.0005364421,0.0000927255,0.0003498898,0.0009491696,0.00005453919,0.00005361612,0.002972302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005589605,"threshold_uncertainty_score":0.9999919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258820389813253,"score_gpt":0.3278345641494099,"score_spread":0.3019525251680846,"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."}}