{"id":"W1763271828","doi":"10.3171/2015.1.peds14510","title":"Neuroimaging findings in pediatric sports-related concussion","year":2015,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Pan Am Clinic; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Pan Am Clinic Foundation","keywords":"Medicine; Neuroimaging; Concussion; Radiology; Neurosurgery; Magnetic resonance imaging; Retrospective cohort study; Population; Surgery; Poison control; Injury prevention; Psychiatry; Emergency medicine","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":[0.001047876,0.0003805837,0.0006355204,0.00549948,0.0001880718,0.0006868109,0.0004688004,0.0004177494,0.0008754665],"category_scores_gemma":[0.005719878,0.0002163187,0.0004046973,0.002920725,0.0004097174,0.0007303742,0.0003675178,0.0002221559,0.0003015061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002853484,"about_ca_system_score_gemma":0.0008008105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348193,"about_ca_topic_score_gemma":0.002408385,"domain_scores_codex":[0.9988739,0.000237691,0.0004197874,0.0001152254,0.0002655496,0.00008787523],"domain_scores_gemma":[0.9966456,0.0009962516,0.001573575,0.00007214173,0.0006267492,0.00008560508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002781303,0.00008078115,0.8056452,0.00966735,0.0006196971,0.02200231,0.0008487146,0.0003699498,0.003581765,0.0001743052,0.0024552,0.1542765],"study_design_scores_gemma":[0.00002773511,0.0005435005,0.8205389,0.006444949,0.0009174698,0.1475743,0.001946892,0.0003222954,0.002730666,0.0001106558,0.01881351,0.00002911275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3813031,0.611296,0.0008490897,0.0004563197,0.0001800769,0.00008057932,0.0008841543,0.00004803766,0.004902597],"genre_scores_gemma":[0.7109212,0.283652,0.00299918,0.0004549571,0.0003606986,0.00006574794,0.001209597,0.00001289269,0.0003238039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00549948,"threshold_uncertainty_score":0.005541801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07288684674154344,"score_gpt":0.328607998741614,"score_spread":0.2557211520000706,"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."}}