{"id":"W4386244138","doi":"10.1111/mbe.12379","title":"Lost in Translation: A Preliminary Examination of Phonological Processing, Language, and Reading in Childhood Epilepsy","year":2023,"lang":"en","type":"article","venue":"Mind Brain and Education","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Trent University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reading (process); Epilepsy; Psychology; Cognition; Phonological awareness; Reading comprehension; Phonology; Population; Cognitive psychology; Developmental psychology; Linguistics; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104548,0.000442447,0.0003286992,0.00181004,0.0006695709,0.0008611053,0.0002868122,0.000422157,0.002045136],"category_scores_gemma":[0.003547243,0.0002410482,0.0005448285,0.001103312,0.0005425587,0.0008648484,0.0008141261,0.0006830547,0.0003193783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004320176,"about_ca_system_score_gemma":0.001116814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01127611,"about_ca_topic_score_gemma":0.02475176,"domain_scores_codex":[0.99958,0.00009364552,0.00007618397,0.0000458283,0.0001065895,0.00009779911],"domain_scores_gemma":[0.9972175,0.0007271101,0.001050693,0.0001246663,0.0004718072,0.0004081808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000101476,0.0001618233,0.99362,0.0000308754,0.00001787657,0.0004746841,0.001263505,0.00005271647,0.0007256867,0.00003062446,0.0001125652,0.003408232],"study_design_scores_gemma":[0.000001844079,0.000164067,0.9981543,0.000006071749,0.000008426292,0.0003645192,0.0009340996,0.00007664354,0.0001663472,0.00002130412,0.00009978067,0.000002567625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991872,0.00005357047,0.00003310544,0.00003353199,0.000001532464,0.00001617916,0.0001154985,0.000002364012,0.0005569848],"genre_scores_gemma":[0.9991394,0.00007741009,0.0001878766,0.00001715168,0.00000364746,0.00002860219,0.0001988444,0.000002032039,0.0003448811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01127611,"threshold_uncertainty_score":0.02242094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518983927823099,"score_gpt":0.3290720138091726,"score_spread":0.3038821745309416,"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."}}