{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002934564,0.0002145706,0.0006475173,0.002480891,0.00003896501,0.00005200088,0.0002112353,0.0001477833,0.00005882452],"category_scores_gemma":[0.00460361,0.0001760469,0.0002406792,0.002591827,0.00005546686,0.000382299,0.00008210079,0.00136592,0.00002911948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000163696,"about_ca_system_score_gemma":0.001049394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003033674,"about_ca_topic_score_gemma":1.941589e-7,"domain_scores_codex":[0.9958208,0.0001936747,0.001521891,0.0002460485,0.001723803,0.0004937852],"domain_scores_gemma":[0.9971972,0.0007237573,0.000598445,0.0002755788,0.000523482,0.0006815902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003739199,0.0002460001,0.968553,0.0001082341,0.000005310064,0.004915588,0.0002423496,0.00007620537,0.0002615674,0.000008910195,0.02348575,0.001723183],"study_design_scores_gemma":[0.003227325,0.0005115477,0.9890152,0.00006242483,0.0001570404,0.003925965,0.000118026,0.0003253208,0.00007415331,0.0001988179,0.002181756,0.0002024356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937158,0.0006209537,0.00002549152,0.002575608,0.001817074,0.0001970084,0.000002199256,0.0000339099,0.001011929],"genre_scores_gemma":[0.997146,0.0009090565,0.0003051167,0.000404025,0.0008741564,0.000001520201,0.000002245203,0.00005361453,0.0003042725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02130399,"threshold_uncertainty_score":0.7178986,"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."}}