{"id":"W4295088602","doi":"10.1007/s00429-022-02560-4","title":"Home language and literacy environment and its relationship to socioeconomic status and white matter structure in infancy","year":2022,"lang":"en","type":"article","venue":"Brain Structure and Function","topic":"Language Development and Disorders","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Center for Research Resources; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Foundation for the National Institutes of Health","keywords":"White matter; Fractional anisotropy; Developmental psychology; Psychology; Socioeconomic status; Phonological awareness; Dyslexia; Reading (process); Learning to read; Fasciculus; Diffusion MRI; Superior longitudinal fasciculus; Arcuate fasciculus; Literacy; Population; Medicine; Environmental health","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":[0.0004071436,0.0002117577,0.0001866485,0.0006894847,0.0004270166,0.0005616902,0.0003118389,0.0002873156,0.001154739],"category_scores_gemma":[0.001817499,0.0002033587,0.0001861851,0.0006739746,0.0005333343,0.0003946366,0.0006271334,0.0004076819,0.000146405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003212393,"about_ca_system_score_gemma":0.0003514988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008400123,"about_ca_topic_score_gemma":0.01261455,"domain_scores_codex":[0.9997911,0.00005099337,0.00001673941,0.0000380597,0.00003895854,0.00006415941],"domain_scores_gemma":[0.9992842,0.0002053215,0.0002549757,0.00002802915,0.00006920478,0.0001583071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000351101,0.0001386864,0.9892585,0.0000137759,0.00005677171,0.001067342,0.00103092,0.000127473,0.003166538,0.0002454965,0.0000592735,0.004484141],"study_design_scores_gemma":[5.602777e-7,0.00003878119,0.9992759,0.000001768096,0.000005428076,0.000161769,0.0002827577,0.00005989902,0.0001006597,0.00003850868,0.0000326387,0.000001391525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996268,0.00006470998,0.00001499249,0.00001171558,7.514962e-7,5.3458e-7,0.0000218726,8.05586e-7,0.000257927],"genre_scores_gemma":[0.9996567,0.0000749496,0.00003755389,0.00000428275,0.000002078503,0.000002229177,0.00003721434,0.000001430914,0.0001836632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008400123,"threshold_uncertainty_score":0.01670241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00477111534464345,"score_gpt":0.2314063664779881,"score_spread":0.2266352511333447,"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."}}