{"id":"W4393037586","doi":"10.1001/jamanetworkopen.2024.3182","title":"Postconcussive Symptoms After Early Childhood Concussion","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Alberta Children's Hospital; University of Calgary; McGill University; Montreal Children's Hospital; McGill University Health Centre; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Ontario Neurotrauma Foundation; University of Ottawa; Public Health Agency; Public Health Agency of Canada; Health Canada","keywords":"Concussion; Medicine; Cohort; Pediatrics; Prospective cohort study; Cohort study; Physical therapy; Poison control; Injury prevention; Early childhood; Emergency medicine; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006441256,0.0005195004,0.0003792307,0.00142527,0.0006626162,0.0006557654,0.0007083481,0.0004549345,0.001231731],"category_scores_gemma":[0.003815056,0.0001875975,0.0003262034,0.001521017,0.0004846056,0.0004753486,0.0006712529,0.0006487592,0.0002065589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239909,"about_ca_system_score_gemma":0.001763129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1110766,"about_ca_topic_score_gemma":0.1922667,"domain_scores_codex":[0.9992492,0.00008459836,0.00009109674,0.00008971495,0.000279183,0.0002062062],"domain_scores_gemma":[0.9972419,0.0001727726,0.001739631,0.00005250365,0.0004857483,0.0003075804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001990721,0.00001468036,0.9985402,0.0000182501,0.00001478808,0.00006411607,0.0001212664,0.00002151022,0.00003183248,0.00000464418,0.00008359097,0.001065262],"study_design_scores_gemma":[5.870579e-7,0.00001783513,0.9997199,0.000007614418,0.000003256117,0.00008841371,0.00009518227,0.000009878488,0.00001269843,0.000002104977,0.0000414991,9.621521e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976752,0.0004806451,0.00005484835,0.00007059431,0.00001065494,0.00003663988,0.001069873,0.000004941858,0.000596435],"genre_scores_gemma":[0.9975992,0.0004086317,0.0001561126,0.00002604538,0.00001475278,0.00003364575,0.001516784,0.000001754474,0.000243082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1110766,"threshold_uncertainty_score":0.2208601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297934764008497,"score_gpt":0.325249560872114,"score_spread":0.302270213232029,"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."}}