{"id":"W4381839190","doi":"10.1212/wnl.0000000000207508","title":"Longitudinal Gray Matter Trajectories in Pediatric Mild Traumatic Brain Injury","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Traumatic brain injury; Angular gyrus; Concussion; White matter; Medicine; Superior frontal gyrus; Psychology; Poison control; Magnetic resonance imaging; Injury prevention; Radiology; Cognition; Psychiatry","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":[0.0005205006,0.000233197,0.0001942774,0.0005811033,0.0003717255,0.0004410629,0.0003181509,0.0002769703,0.0009200563],"category_scores_gemma":[0.001906793,0.0002094697,0.00030796,0.0006590058,0.0001795129,0.0003899883,0.0004612527,0.0004594787,0.0001710325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905249,"about_ca_system_score_gemma":0.0005261545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02061797,"about_ca_topic_score_gemma":0.02799949,"domain_scores_codex":[0.9997491,0.00003920356,0.00001908491,0.00007427505,0.00004998885,0.00006842343],"domain_scores_gemma":[0.9990653,0.00005805955,0.0005272815,0.00004772111,0.0001679302,0.000133694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002892385,0.000009569825,0.9989274,0.000003172129,0.00001814723,0.00003935376,0.00006950696,0.0000350617,0.00007727449,0.000009685466,0.00005876642,0.0007231451],"study_design_scores_gemma":[7.632411e-7,0.00002746343,0.9996431,0.00000333845,0.000006789051,0.0001022551,0.00008149236,0.00003706051,0.00002997573,0.00000683766,0.00005998478,9.112916e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991371,0.0001250852,0.00005260695,0.00003387683,0.000002213545,0.000003605917,0.0005381973,0.000002571963,0.0001047633],"genre_scores_gemma":[0.998661,0.0001563399,0.0001474155,0.00001225259,0.000003334099,0.00001037185,0.0008913887,0.000002469205,0.0001153707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02061797,"threshold_uncertainty_score":0.0409959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03942264504165353,"score_gpt":0.2972334215975478,"score_spread":0.2578107765558943,"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."}}