{"id":"W3217064285","doi":"10.1016/j.neubiorev.2021.11.011","title":"Reading intervention and neuroplasticity: A systematic review and meta-analysis of brain changes associated with reading intervention","year":2021,"lang":"en","type":"review","venue":"Neuroscience & Biobehavioral Reviews","topic":"Reading and Literacy Development","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Deafness and Other Communication Disorders; Norges Idrettshøgskole; National Institutes of Health; National Science Foundation","keywords":"Intervention (counseling); Neuroimaging; Reading (process); Psychology; Neuroplasticity; Meta-analysis; Cognition; Cognitive psychology; Reading disability; Neuroscience; Lateralization of brain function; Developmental psychology; Functional neuroimaging; Dyslexia; Medicine; Psychiatry; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005314594,0.001942818,0.01333986,0.002581032,0.0005388819,0.002649971,0.001519025,0.002261313,0.003908059],"category_scores_gemma":[0.0171746,0.000946162,0.01875762,0.003406771,0.0007653036,0.00119054,0.00149095,0.00196765,0.0002946137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145914,"about_ca_system_score_gemma":0.003155938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007258673,"about_ca_topic_score_gemma":0.02252441,"domain_scores_codex":[0.9966827,0.001144605,0.001106683,0.0005117164,0.0004001982,0.000154171],"domain_scores_gemma":[0.9935141,0.004569207,0.001214554,0.0002217951,0.0003729296,0.0001074472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003641156,0.0001049419,0.003063675,0.5752218,0.3855357,0.0001295027,0.0001442616,0.0002257587,0.0005647949,0.0001072344,0.0007404438,0.03052074],"study_design_scores_gemma":[0.001572354,0.0005002263,0.007856078,0.04205747,0.9445373,0.0001192266,0.00009364719,0.00008031203,0.0001892122,0.0001744522,0.002784638,0.00003501142],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005128195,0.9938518,0.0002117687,0.00009998961,0.0001094238,0.0001753363,0.000250798,0.00001501903,0.0001576755],"genre_scores_gemma":[0.1196568,0.875968,0.001730865,0.00106411,0.0002149935,0.0005838591,0.0004387879,0.00002341799,0.0003190304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01333986,"threshold_uncertainty_score":0.02810657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2083575270448038,"score_gpt":0.4437098085426052,"score_spread":0.2353522814978014,"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."}}