{"id":"W4412561539","doi":"10.1016/j.annemergmed.2025.05.021","title":"Risk Factors for Traumatic Intracranial Hemorrhage in Older Adults Sustaining a Head Injury in Ground-Level Falls: A Systematic Review and Meta-analysis","year":2025,"lang":"en","type":"review","venue":"Annals of Emergency Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; McMaster University; Queen's University; Centre de Santé et de Services Sociaux de la Vieille-Capitale; Centre hospitalier de l'Université Laval; Institut Universitaire en Santé Mentale de Québec; Université Laval","funders":"Université Laval","keywords":"Medicine; Traumatic brain injury; Head injury; Meta-analysis; Intracranial Hemorrhages; Head trauma; Emergency medicine; Intensive care medicine; Surgery; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009134286,0.002508719,0.01969236,0.006278057,0.0007149237,0.003268874,0.002060233,0.00226935,0.003164875],"category_scores_gemma":[0.02721691,0.001508511,0.03424371,0.007348042,0.0006785141,0.001720562,0.001474183,0.001559794,0.0002550774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002444549,"about_ca_system_score_gemma":0.004025672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00707464,"about_ca_topic_score_gemma":0.01482156,"domain_scores_codex":[0.9936033,0.00235162,0.002441976,0.000683735,0.0006759607,0.0002433282],"domain_scores_gemma":[0.9854113,0.01002841,0.002788717,0.0003769844,0.001200101,0.0001944898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00126481,0.00003321215,0.004603831,0.5437402,0.4405911,0.000156324,0.0001011523,0.0003702096,0.0001786395,0.0001018298,0.0004088873,0.008449905],"study_design_scores_gemma":[0.0003609924,0.0001815647,0.003872289,0.03693321,0.9570418,0.0001153558,0.00005310092,0.0001514886,0.00008587444,0.0001089071,0.001071938,0.00002349699],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006046284,0.9923333,0.000360513,0.0001355177,0.000104625,0.0003425033,0.0004549655,0.0000188682,0.0002034854],"genre_scores_gemma":[0.1568927,0.8378147,0.001794038,0.000687362,0.0002438627,0.001448132,0.0008060742,0.00002106021,0.0002920415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01969236,"threshold_uncertainty_score":0.04830736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2250338874595853,"score_gpt":0.4410493750024319,"score_spread":0.2160154875428466,"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."}}