{"id":"W4391389742","doi":"10.5604/01.3001.0053.9737","title":"EXECUTIVE DYSFUNCTION PROFILE IN MESIAL TEMPORAL LOBE EPILEPSY","year":2024,"lang":"en","type":"article","venue":"Acta Neuropsychologica","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Temporal lobe; Epilepsy; Mesial temporal lobe epilepsy; Executive dysfunction; Psychology; Neuroscience; Cognitive psychology; Neuropsychology; Cognition","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002120351,0.0001960282,0.0002581379,0.0002316223,0.00005064237,0.00005015958,0.0001021509,0.0001162566,0.001046637],"category_scores_gemma":[0.0001362969,0.0001351234,0.0001168338,0.0005564329,0.00009490592,0.0001201225,0.0000479534,0.0005266766,0.0007294138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009225126,"about_ca_system_score_gemma":0.00008160037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003261178,"about_ca_topic_score_gemma":0.000006950609,"domain_scores_codex":[0.9982697,0.0001437189,0.0002536204,0.0006064026,0.000303411,0.0004231613],"domain_scores_gemma":[0.9992896,0.0001150864,0.00002874159,0.0003421555,0.00004095351,0.000183489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005765129,0.004111611,0.5059953,0.000338857,0.0003637357,0.03469115,0.0008377188,0.00000182302,0.08048315,0.001853916,0.268329,0.09722856],"study_design_scores_gemma":[0.002438406,0.004367114,0.91107,0.0001861767,0.00005404912,0.0005757995,0.0001070718,0.0002096812,0.001302487,0.0005804183,0.07887599,0.000232792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9073462,0.0004299802,0.00002934086,0.006448014,0.0005903484,0.0008591131,0.00002047291,0.0002909571,0.08398555],"genre_scores_gemma":[0.9936125,0.0002308379,0.0002666896,0.0006396613,0.0002257644,0.0001371434,0.00007956386,0.00002980317,0.004777989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4050747,"threshold_uncertainty_score":0.9998665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260250134109943,"score_gpt":0.3307096566889988,"score_spread":0.2981071553478994,"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."}}