{"id":"W2167538481","doi":"10.1136/bjsports-2013-092145","title":"Day of injury assessment of sport-related concussion","year":2013,"lang":"en","type":"review","venue":"British Journal of Sports Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Concussion; CINAHL; Medicine; Sports medicine; Traumatic brain injury; Data extraction; Poison control; MEDLINE; Injury prevention; Physical therapy; Physical medicine and rehabilitation; Medical emergency; Psychiatry; Psychological intervention","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004789581,0.0004791087,0.006970928,0.001091902,0.00004072552,0.00001071658,0.0005101212,0.0005823571,0.005958007],"category_scores_gemma":[0.000531127,0.0003473041,0.0008931916,0.0008591784,0.0007993638,0.0001333607,0.0001050328,0.002146099,0.000005379738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000228662,"about_ca_system_score_gemma":0.002086343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001037527,"about_ca_topic_score_gemma":4.602515e-7,"domain_scores_codex":[0.9903541,0.0001300321,0.00581516,0.0003469429,0.002917081,0.0004367505],"domain_scores_gemma":[0.9910391,0.0002401314,0.006071329,0.0005994893,0.00142883,0.0006211061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003869341,0.0002901641,0.0004533375,0.02308571,0.0007142011,0.002699776,0.00005078908,1.363922e-7,0.00001228971,0.00007745268,0.01709253,0.9554849],"study_design_scores_gemma":[0.002482173,0.001325193,0.01436053,0.5202317,0.003375187,0.01912247,0.0001210546,0.000003186233,0.00001182852,0.00009291938,0.4386133,0.0002604386],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002139041,0.9922321,0.00002378995,0.0001795938,0.0009460175,0.001449335,0.00003742893,0.00001527897,0.002977448],"genre_scores_gemma":[0.004827017,0.9919569,0.0008704714,0.00003474641,0.0005494563,0.00001265791,0.0001052057,0.0001081444,0.001535335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9552245,"threshold_uncertainty_score":0.9998979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05951474421408774,"score_gpt":0.4097683082894689,"score_spread":0.3502535640753812,"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."}}