{"id":"W4237123821","doi":"10.31234/osf.io/kyxbq","title":"Development of white matter microstructure and executive functions during childhood and adolescence: a review of diffusion MRI studies","year":2020,"lang":"en","type":"review","venue":"","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Helse Sør-Øst RHF; Norges Forskningsråd; National Institute of Mental Health; National Alliance for Research on Schizophrenia and Depression","keywords":"White matter; Diffusion MRI; Executive functions; Extant taxon; Psychology; Cognition; Working memory; Concordance; Cognitive psychology; Developmental psychology; Magnetic resonance imaging; Neuroscience; Medicine","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":[0.001185077,0.001093119,0.001609638,0.003851352,0.0002564493,0.0009978224,0.0007988372,0.0009562976,0.002279931],"category_scores_gemma":[0.002466034,0.0004095114,0.0008363505,0.003369406,0.0005451535,0.001250079,0.0006461747,0.0009904428,0.0008820553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006140396,"about_ca_system_score_gemma":0.001929595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003394242,"about_ca_topic_score_gemma":0.004472992,"domain_scores_codex":[0.9996608,0.00005469863,0.000103302,0.00008687671,0.00007576335,0.00001846222],"domain_scores_gemma":[0.9986342,0.0008866661,0.0002070293,0.00002310816,0.0002067502,0.00004218227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000808384,0.00004301807,0.001137198,0.05192465,0.0002766613,0.0001907606,0.0001399356,0.0002849196,0.000599467,0.001490169,0.009257078,0.9345753],"study_design_scores_gemma":[0.00003579949,0.0002756907,0.01770444,0.0713513,0.001804171,0.005597082,0.0004089905,0.0003057455,0.001076086,0.005261074,0.8960727,0.0001067738],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001069041,0.9994937,0.00005120794,0.0001240497,0.00003388155,0.000002335868,0.00001920133,0.000002645417,0.000166076],"genre_scores_gemma":[0.0004862042,0.9992375,0.0001033013,0.00004286835,0.00005185913,0.000003546275,0.00001714125,6.276386e-7,0.00005695041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003851352,"threshold_uncertainty_score":0.00762713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04825682532562744,"score_gpt":0.3622717479132317,"score_spread":0.3140149225876043,"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."}}