{"id":"W4309504054","doi":"10.1016/j.emc.2022.09.006","title":"Trauma in the Aging Population","year":2022,"lang":"en","type":"review","venue":"Emergency Medicine Clinics of North America","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Triage; Trauma care; Geriatric trauma; Multidisciplinary approach; Presentation (obstetrics); Resuscitation; Major trauma; Population; Intensive care medicine; Geriatrics; Medical emergency; Gerontology; Emergency medicine; Injury prevention; Poison control; Injury Severity Score; Psychiatry; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106091,0.001060697,0.002540347,0.006344588,0.0003615985,0.001757479,0.0007161652,0.001261301,0.005839814],"category_scores_gemma":[0.003221795,0.0004591694,0.001439373,0.008630259,0.0005096375,0.001654241,0.00124002,0.00113733,0.000660761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022746,"about_ca_system_score_gemma":0.003134022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008119162,"about_ca_topic_score_gemma":0.01811648,"domain_scores_codex":[0.9995381,0.0001122752,0.0001208251,0.0000832232,0.0001101496,0.00003549458],"domain_scores_gemma":[0.9984434,0.001005106,0.0003263731,0.0000191919,0.0001525355,0.00005337069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001527828,0.00006440306,0.001695299,0.2333154,0.001135104,0.0001880557,0.0001731788,0.0001663248,0.0002291878,0.001502366,0.02320277,0.7381751],"study_design_scores_gemma":[0.0001500811,0.0002624296,0.02106498,0.4117408,0.009927477,0.002365387,0.001008924,0.0001605702,0.0002260366,0.002319112,0.550683,0.00009125486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000567502,0.9996734,0.000007405042,0.00007103186,0.00006327255,0.000002376401,0.00001652324,8.139897e-7,0.0001084753],"genre_scores_gemma":[0.0003417722,0.999443,0.00002094065,0.00008357572,0.00005744881,0.000003071354,0.00001093565,2.183014e-7,0.00003908108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008119162,"threshold_uncertainty_score":0.01953614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580064680855602,"score_gpt":0.4435864759650033,"score_spread":0.2855800078794432,"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."}}