{"id":"W2909531344","doi":"10.1101/524785","title":"Global and regional white matter development in early childhood","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Children's Hospital Foundation; Children's Hospital Foundation","keywords":"White matter; Diffusion MRI; Fractional anisotropy; Brain development; Early childhood; Developmental psychology; Tractography; Psychology; Pediatrics; Medicine; Neuroscience; Magnetic resonance imaging","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003888966,0.0002606142,0.0002270871,0.001122456,0.000206938,0.0004965573,0.0001292247,0.0001866158,0.001273988],"category_scores_gemma":[0.001080509,0.0001652642,0.0002134133,0.001116982,0.0002371708,0.0003442169,0.0003179447,0.0001593918,0.0002411153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444269,"about_ca_system_score_gemma":0.0002749214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121826,"about_ca_topic_score_gemma":0.01981304,"domain_scores_codex":[0.9997863,0.00002996542,0.00001808369,0.000071833,0.00004359153,0.00005021826],"domain_scores_gemma":[0.9994148,0.0001060878,0.000287299,0.00004862329,0.00008776382,0.00005542014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001968068,0.0000120198,0.9730971,0.00009903599,0.000142252,0.0002264284,0.0003843296,0.0004818091,0.01013068,0.0001264691,0.0003432873,0.01475972],"study_design_scores_gemma":[4.652613e-7,0.00001091873,0.9990421,0.000006018797,0.000007725046,0.0001370596,0.00007752675,0.00004643629,0.0004791015,0.00002373953,0.0001676549,0.000001197737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971969,0.0005951985,0.0003405367,0.00001501149,0.000001916781,0.000002315597,0.001488139,0.00001334476,0.0003465881],"genre_scores_gemma":[0.9967377,0.0005609603,0.001005128,0.000007134494,0.000002272631,0.000006493633,0.001403548,0.00001308482,0.0002636932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01121826,"threshold_uncertainty_score":0.02230591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382372710238157,"score_gpt":0.2624490381423651,"score_spread":0.2386253110399835,"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."}}