{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003462853,0.0002031192,0.0002907601,0.0002723446,0.0001671773,0.0003438686,0.0001375248,0.0003101031,0.001683556],"category_scores_gemma":[0.002826341,0.0001148546,0.000160215,0.0001366148,0.0002013243,0.0003549393,0.0001750836,0.0002710168,0.0002161851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002018977,"about_ca_system_score_gemma":0.0002145068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002963265,"about_ca_topic_score_gemma":0.006430579,"domain_scores_codex":[0.9998291,0.0000276882,0.00001471744,0.0000485129,0.00004264256,0.00003737239],"domain_scores_gemma":[0.9988509,0.0002963963,0.0005201306,0.00005121656,0.0001280787,0.0001532557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005556131,0.005661355,0.8581641,0.0001944983,0.0002885755,0.0009925545,0.002174955,0.0005919109,0.04111621,0.0001059174,0.0008881479,0.08426562],"study_design_scores_gemma":[0.00001733272,0.0009353838,0.9970689,0.000005307898,0.00002770323,0.00008886526,0.0001129001,0.0001426348,0.001466766,0.00003831416,0.0000928851,0.000003025965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994978,0.00005565546,0.00003606281,0.00001849703,0.000003122213,0.000005488844,0.00001836114,0.000008250511,0.0003567185],"genre_scores_gemma":[0.9995126,0.00003475204,0.00006396354,0.000008857143,0.000002502259,0.000005147225,0.00003499696,0.000002455471,0.0003347122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002963265,"threshold_uncertainty_score":0.005892038,"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."}}