{"id":"W3161034407","doi":"10.1177/20597002211006551","title":"A review of minor traumatic brain injury presentations and their management in Brisbane emergency departments","year":2021,"lang":"en","type":"review","venue":"Journal of Concussion","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Traumatic brain injury; Demographics; Audit; Emergency department; Emergency medicine; Glasgow Coma Scale; Minor (academic); Medical emergency; Surgery; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001043712,0.0003374345,0.0005116808,0.006501389,0.0006954272,0.000989766,0.0006233476,0.0004403174,0.001844392],"category_scores_gemma":[0.007260921,0.0004612456,0.000388942,0.009301273,0.0004604388,0.0005706697,0.0007102012,0.0003528809,0.0004266997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001995901,"about_ca_system_score_gemma":0.002995034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03169431,"about_ca_topic_score_gemma":0.06638559,"domain_scores_codex":[0.9972751,0.0005786684,0.001062567,0.0002722097,0.0005426363,0.0002688695],"domain_scores_gemma":[0.9920532,0.002137242,0.003641365,0.0001439332,0.00162699,0.0003971865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007865425,0.000159811,0.6079285,0.05056458,0.0005346375,0.02358637,0.007989418,0.0002664469,0.003992745,0.0004157896,0.03495142,0.2688239],"study_design_scores_gemma":[0.00003008757,0.0002506491,0.9064528,0.01080007,0.0001913288,0.03363341,0.007084559,0.00004501973,0.0003013951,0.00003533238,0.04113901,0.00003635157],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4448592,0.5396956,0.0003499106,0.002787591,0.0003310149,0.000300347,0.005524879,0.00006618153,0.006085333],"genre_scores_gemma":[0.6097242,0.3821022,0.001172463,0.00162247,0.0002982111,0.0002412418,0.003550865,0.00002375109,0.001264535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03169431,"threshold_uncertainty_score":0.06301963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07784819522183992,"score_gpt":0.4258364941327431,"score_spread":0.3479882989109032,"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."}}