{"id":"W3082497359","doi":"10.1016/j.ebr.2020.100388","title":"Acquired epileptiform aphasia: 44 years after diagnosis","year":2020,"lang":"en","type":"article","venue":"Epilepsy & Behavior Reports","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Medical Association; Baycrest Hospital; University of Toronto","funders":"","keywords":"Aphasia; Vulnerability (computing); Psychology; Psychiatry; Epilepsy; Pediatrics; Medicine; Developmental psychology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002499594,0.0003939738,0.0007037796,0.000149038,0.0001004122,0.00007037924,0.0001265629,0.0002149853,0.004725133],"category_scores_gemma":[0.0001884804,0.0003509829,0.000486006,0.0004503054,0.0001714567,0.0002176148,0.0001584429,0.0003301512,0.0005677062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901299,"about_ca_system_score_gemma":0.0002280847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001073359,"about_ca_topic_score_gemma":0.00002341506,"domain_scores_codex":[0.9964231,0.0000563564,0.0008254526,0.0009165221,0.0009732264,0.0008053186],"domain_scores_gemma":[0.9974253,0.00005573895,0.0002225446,0.0008909244,0.0001241818,0.001281298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002869759,0.0008391527,0.8630043,0.00004538882,0.0001023849,0.1000771,0.0003366806,3.375354e-7,0.0008776683,0.000004549572,0.007045995,0.02737944],"study_design_scores_gemma":[0.001351551,0.001277973,0.9589528,0.0001009274,0.0005452376,0.002132097,0.00009855147,0.000004058847,0.003660354,0.00002534896,0.03151602,0.0003350126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924638,0.0008549808,0.00001446438,0.001962782,0.0003432516,0.001675452,0.00004363317,0.0003096352,0.002331945],"genre_scores_gemma":[0.9936654,0.0002517111,0.0008527014,0.001167286,0.0004812753,0.002501503,0.0001997803,0.000101064,0.0007792651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09794498,"threshold_uncertainty_score":0.9998942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03044144654120538,"score_gpt":0.3061310058075236,"score_spread":0.2756895592663182,"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."}}