{"id":"W4361246532","doi":"10.1016/j.bpsc.2023.03.010","title":"Reaction Time Variability in Children Is Specifically Associated With Attention Problems and Regional White Matter Microstructure","year":2023,"lang":"en","type":"article","venue":"Biological Psychiatry Cognitive Neuroscience and Neuroimaging","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute on Drug Abuse; National Institute of Mental Health; Helse Sør-Øst RHF; National Institutes of Health; Norges Forskningsråd","keywords":"Fractional anisotropy; White matter; Psychopathology; Psychology; Cognition; Child Behavior Checklist; Audiology; Developmental psychology; Clinical psychology; Medicine; Psychiatry; Magnetic resonance imaging","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000501999,0.0002543078,0.0002296903,0.0001826359,0.0004325779,0.0001223632,0.00012875,0.0000805837,0.00001196683],"category_scores_gemma":[0.002224937,0.0001921892,0.0000424298,0.001044134,0.0009185888,0.0003547929,0.0001695299,0.0003908502,0.00002943734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002011772,"about_ca_system_score_gemma":0.00002533802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005045525,"about_ca_topic_score_gemma":0.000003086712,"domain_scores_codex":[0.9971761,0.0004527258,0.0002380178,0.001433529,0.0002768034,0.0004227859],"domain_scores_gemma":[0.9982406,0.001356538,0.0001338296,0.0001252663,0.00005611327,0.00008759013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000684448,0.00007170135,0.7931198,0.00000509255,0.000001871963,0.00000573641,0.0000408602,9.779462e-7,0.2061114,0.00002952558,0.000335249,0.0002093606],"study_design_scores_gemma":[0.0005630865,0.0002353223,0.9964399,0.00005988199,0.000008705628,0.0001510626,0.00002865453,0.0004088035,0.0001736911,0.001638886,0.00005930111,0.000232705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878737,0.00001327773,0.00003142923,0.01089938,0.0002134981,0.0004808879,0.00006892249,0.0001389144,0.0002799965],"genre_scores_gemma":[0.9861827,0.00008574309,0.00001738316,0.01349607,0.00005448336,0.00002383145,0.00001234491,0.00001471008,0.0001126803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2059377,"threshold_uncertainty_score":0.7837247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04158746777622207,"score_gpt":0.2561494403227461,"score_spread":0.214561972546524,"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."}}