{"id":"W3087611847","doi":"10.1002/dys.1668","title":"White matter but not grey matter predicts change in reading skills after intervention","year":2020,"lang":"en","type":"article","venue":"Dyslexia","topic":"Reading and Literacy Development","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Institute of Neurosciences, Mental Health and Addiction; Canadian Institutes of Health Research","keywords":"White matter; Psychology; Grey matter; Fractional anisotropy; Dyslexia; Diffusion MRI; Reading (process); Lateralization of brain function; Audiology; Developmental psychology; Cognitive psychology; Magnetic resonance imaging; Medicine; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002081597,0.0002130329,0.0002470324,0.0001691584,0.0000281606,0.00007565576,0.0001856957,0.0001343207,0.01654272],"category_scores_gemma":[0.00001204496,0.000203789,0.00009499861,0.0002036998,0.0000288092,0.000237998,0.00009327343,0.0002556272,0.01454766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006199514,"about_ca_system_score_gemma":0.000005454036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001534239,"about_ca_topic_score_gemma":0.00001334371,"domain_scores_codex":[0.9983425,0.0001322142,0.0004509681,0.0004890878,0.0001670826,0.0004181591],"domain_scores_gemma":[0.9994299,0.00003006965,0.0001014118,0.0002725814,0.00003012394,0.0001358669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000189396,0.0001102499,0.934198,0.00007891332,0.0000393705,0.0001400555,0.03140035,5.644946e-7,0.00004640609,0.00004126121,0.0293388,0.004416695],"study_design_scores_gemma":[0.0007384251,0.00005738633,0.9818691,0.0002419698,0.00001235092,0.00001729823,0.0001568273,0.00004004249,0.0001147642,0.00003374655,0.01648575,0.0002323331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768119,0.00008685927,0.000207807,0.006023732,0.001005597,0.0003600395,0.00003826569,0.00008132417,0.01538442],"genre_scores_gemma":[0.96545,0.000002462835,0.0003323213,0.01942253,0.000360271,0.0003248604,0.00005765148,0.00004458346,0.01400529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04767117,"threshold_uncertainty_score":0.9862196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02298581583258104,"score_gpt":0.2971512807954978,"score_spread":0.2741654649629168,"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."}}