{"id":"W4391384539","doi":"10.1136/bjsports-2023-concussion.13","title":"2.12 Can clinical decision-rules developed for emergency settings inform the evolution of the SCAT5 for the purpose of ruling out more severe forms of traumatic brain injuries?","year":2024,"lang":"en","type":"article","venue":"","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Université Laval","funders":"","keywords":"Glasgow Coma Scale; Context (archaeology); Emergency department; Medicine; Coma (optics); Vomiting; Traumatic brain injury; Amnesia; Medical emergency; Intensive care medicine; Anesthesia; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.04593824,0.0006179055,0.001115662,0.002368019,0.0007056164,0.004855152,0.002154205,0.001353254,0.007428257],"category_scores_gemma":[0.1152454,0.0004725048,0.00239631,0.001590604,0.001015861,0.002275826,0.001544237,0.001300433,0.003187205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002488941,"about_ca_system_score_gemma":0.007100417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005303802,"about_ca_topic_score_gemma":0.009377854,"domain_scores_codex":[0.9755913,0.01499263,0.003775949,0.00108345,0.003881166,0.0006756092],"domain_scores_gemma":[0.9218205,0.04101783,0.01003148,0.004554668,0.02060144,0.001974086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.007912453,0.0009412633,0.220246,0.003811586,0.0008075444,0.0008751812,0.00193352,0.01412196,0.001925591,0.01197123,0.04664874,0.688805],"study_design_scores_gemma":[0.004198266,0.007756941,0.4000691,0.01833586,0.003410361,0.006155939,0.01053885,0.1429549,0.02465109,0.07350489,0.3071575,0.001266254],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5573454,0.006869741,0.2369165,0.03348021,0.002449243,0.01543536,0.02061152,0.003302818,0.1235892],"genre_scores_gemma":[0.6894782,0.001496571,0.2899636,0.002967278,0.0002854163,0.003310784,0.008805638,0.0002186383,0.003473738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04593824,"threshold_uncertainty_score":0.2429475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073948921892921,"score_gpt":0.4314322427654271,"score_spread":0.324037350576135,"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."}}