{"id":"W4407861275","doi":"10.1093/braincomms/fcaf086","title":"The neural characteristics influencing literacy outcome in children with cochlear implants","year":2025,"lang":"en","type":"article","venue":"Brain Communications","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Concordia University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; Oberkotter Foundation","keywords":"Audiology; Cochlear implant; Reading (process); Psychology; Functional near-infrared spectroscopy; Hearing loss; Medicine; Neuroscience; Cognition; Prefrontal cortex","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":[],"consensus_categories":[],"category_scores_codex":[0.0003152316,0.00007615843,0.00009493677,0.0000794482,0.0005911903,0.000145281,0.0007295866,0.00003162566,0.000001701645],"category_scores_gemma":[0.001427744,0.00005151225,0.0000236316,0.0004038507,0.0002170677,0.0001366449,0.000229523,0.0002834646,0.00001121205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004260061,"about_ca_system_score_gemma":0.0000547472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001397471,"about_ca_topic_score_gemma":0.00003760389,"domain_scores_codex":[0.9990209,0.000287499,0.0002806877,0.0001467648,0.00009340505,0.0001707665],"domain_scores_gemma":[0.9970772,0.001722504,0.00006812725,0.001068443,0.00003681179,0.00002696582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001647071,0.00009618247,0.9207306,0.00001096663,0.000006447276,7.445008e-7,0.001312317,0.00004115167,0.01395751,0.01576648,0.00008010701,0.04798102],"study_design_scores_gemma":[0.0001930795,0.00001716383,0.995384,0.00004039605,0.000003028791,0.000008669015,0.00004738006,0.002213949,0.0001056928,0.0002982164,0.001627155,0.00006130987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868683,0.00005247454,0.00004070609,0.01198238,0.00004333736,0.0002909243,0.00001281466,0.00004333792,0.0006656745],"genre_scores_gemma":[0.9975531,0.00005200482,0.0003009683,0.001753464,0.000007971074,0.00004653923,0.000007368873,0.000007243405,0.0002713168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07465336,"threshold_uncertainty_score":0.4547018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03348197949938095,"score_gpt":0.3476037252557634,"score_spread":0.3141217457563824,"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."}}