{"id":"W4318700719","doi":"10.1101/2023.01.29.526138","title":"Sex differences, asymmetry and age-related white matter development in infants and 5-year-olds as assessed with Tract-Based Spatial Statistics","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Emil Aaltosen Säätiö; Signe ja Ane Gyllenbergin Säätiö; Päivikki ja Sakari Sohlbergin Säätiö; Suomen Lääketieteen Säätiö; Suomen Kulttuurirahasto; Academy of Finland; Varsinais-Suomen Sairaanhoitopiiri; Suomalainen Lääkäriseura Duodecim; Alfred Kordelinin Säätiö; Juho Vainion Säätiö; National Alliance for Research on Schizophrenia and Depression","keywords":"Corpus callosum; Fractional anisotropy; White matter; Lateralization of brain function; Diffusion MRI; Psychology; Developmental psychology; Gestational age; Early childhood; Brain asymmetry; Cognition; Audiology; Medicine; Pregnancy; Neuroscience; Magnetic resonance imaging; Biology","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":[0.0005083498,0.0002098713,0.0002479266,0.001191261,0.0001375621,0.0003229155,0.0001372786,0.0002267476,0.001279543],"category_scores_gemma":[0.001769842,0.0001163952,0.0002560823,0.0004447461,0.0001902603,0.0002121603,0.0002818661,0.0001387496,0.0002019944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137726,"about_ca_system_score_gemma":0.00009887928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203934,"about_ca_topic_score_gemma":0.002122188,"domain_scores_codex":[0.9997754,0.00003357052,0.00004047485,0.00005494195,0.00005399991,0.00004167651],"domain_scores_gemma":[0.9990657,0.0001576573,0.0005125628,0.00007284553,0.00009672772,0.00009456598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002403853,0.00001512326,0.9918432,0.00001368945,0.0000484182,0.0003016062,0.0003632456,0.00005030472,0.003423646,0.00003917119,0.00005013279,0.003611116],"study_design_scores_gemma":[4.098605e-7,0.0000373637,0.9994776,0.000001488267,0.000003760512,0.0001798711,0.00007266667,0.00004552371,0.0001363224,0.00000719483,0.00003677405,0.000001062967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999545,0.00008957717,0.00005427154,0.000002913573,0.000001143588,0.000001700518,0.0002031366,0.000002276621,0.00009984511],"genre_scores_gemma":[0.9995199,0.00004959447,0.00008575704,0.000002132744,0.000001764805,0.00000380906,0.0002294831,0.000001816982,0.0001056745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002203934,"threshold_uncertainty_score":0.004382253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810981522604555,"score_gpt":0.2750988080261762,"score_spread":0.2469889928001306,"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."}}