{"id":"W4319825713","doi":"10.1002/hbm.26226","title":"Brain metabolites measured with magnetic resonance spectroscopy in pediatric concussion and orthopedic injury: An Advancing Concussion Assessment in Pediatrics (A‐CAP) study","year":2023,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Centre Hospitalier Universitaire Sainte-Justine; BC Children's Hospital; University of British Columbia; Stollery Children's Hospital; Hotchkiss Brain Institute; Alberta Children's Hospital; Université de Montréal; University of Alberta; Children's Hospital of Eastern Ontario; University of Calgary","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Alberta Children's Hospital Research Institute; Hotchkiss Brain Institute, University of Calgary","keywords":"Concussion; Magnetic resonance imaging; Medicine; Orthopedic surgery; Poison control; Injury prevention; Pediatrics; Emergency medicine; Psychiatry; Radiology","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":[0.001262227,0.0005358119,0.0005261773,0.0009057007,0.000770491,0.0007785626,0.000510726,0.0006415918,0.0005210313],"category_scores_gemma":[0.003033099,0.0002867505,0.0005770455,0.001682415,0.00037803,0.0005244876,0.0006343972,0.0008695372,0.0002101518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175444,"about_ca_system_score_gemma":0.00237406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05862646,"about_ca_topic_score_gemma":0.05832385,"domain_scores_codex":[0.9991457,0.0002214064,0.00007962662,0.0001730592,0.0002653049,0.0001148055],"domain_scores_gemma":[0.9976017,0.000275067,0.0006428223,0.0001406473,0.0009322006,0.0004076509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002856498,0.0002568216,0.9940904,0.00004403284,0.00009114118,0.000303567,0.0002864682,0.00005663404,0.0005365042,0.00002809431,0.0002552749,0.003765463],"study_design_scores_gemma":[0.00002438798,0.000355333,0.9977563,0.00001590236,0.00007620564,0.0005108462,0.0004666908,0.0001096565,0.0001966958,0.00001186388,0.0004724796,0.000003727803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982048,0.0004409018,0.0001676471,0.00008053036,0.000009717851,0.00005775094,0.0004959549,0.000004706063,0.0005378325],"genre_scores_gemma":[0.9962751,0.001181147,0.001098229,0.0001402394,0.00004094588,0.0001028767,0.0009219878,0.000005628279,0.0002338525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05862646,"threshold_uncertainty_score":0.1165705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584372567888902,"score_gpt":0.3636770562397046,"score_spread":0.3178333305608156,"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."}}