{"id":"W4312186931","doi":"10.3389/fspor.2022.1008551","title":"School performance in youth after a concussion","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sports and Active Living","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Concussion; Medicine; Cognition; Physical therapy; Injury prevention; Psychology; Poison control; Clinical psychology; Psychiatry; Medical emergency","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":[0.0006329257,0.0004367809,0.0006202391,0.001334808,0.0008252175,0.0009100634,0.000419854,0.0005474104,0.001626329],"category_scores_gemma":[0.002260778,0.0002647273,0.0006127914,0.0009238014,0.0003035647,0.0005290787,0.000720381,0.0006706048,0.0003784037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005012954,"about_ca_system_score_gemma":0.0005023862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01328498,"about_ca_topic_score_gemma":0.01846111,"domain_scores_codex":[0.9993806,0.00007796688,0.00006636263,0.00009347535,0.0001583263,0.0002232169],"domain_scores_gemma":[0.9986675,0.00006111686,0.0007312627,0.000021555,0.0002403369,0.0002783457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002992565,0.00006465932,0.998228,0.00001380465,0.00001123605,0.00009380577,0.0001655075,0.00001070946,0.00005984853,0.000004625876,0.00005969616,0.001258119],"study_design_scores_gemma":[0.000001816616,0.0001381426,0.9991642,0.00001113606,0.000008527598,0.0001696033,0.0003697189,0.00001975088,0.00002369035,0.000004320179,0.00008767314,0.000001412608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989643,0.0002948519,0.00002261265,0.00003214046,0.000009108896,0.00001940068,0.000186646,0.000003870671,0.000467177],"genre_scores_gemma":[0.999218,0.000163606,0.0000672497,0.00002207923,0.000009388192,0.00001387773,0.0002826141,0.000001506373,0.0002216557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01328498,"threshold_uncertainty_score":0.02641529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655895454184383,"score_gpt":0.2591563882313295,"score_spread":0.2425974336894857,"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."}}