{"id":"W4320718485","doi":"10.1016/j.injury.2023.02.023","title":"Validation of the cutaneous impact location to predict intracranial lesion among elderly admitted to the Emergency Department after a ground-level fall","year":2023,"lang":"en","type":"article","venue":"Injury","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"","keywords":"Medicine; Emergency department; Traumatic brain injury; Lesion; Observational study; Head injury; Population; Retrospective cohort study; Emergency medicine; Pediatrics; Surgery; Internal medicine","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":[0.0009731255,0.0006234189,0.0003982966,0.001456227,0.0004477107,0.0009922076,0.0005550901,0.0008298497,0.002286787],"category_scores_gemma":[0.004070383,0.0002646809,0.0006441499,0.0005805654,0.0004116822,0.0006181166,0.0005711853,0.0005211122,0.0008792505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002368964,"about_ca_system_score_gemma":0.0005543106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002905795,"about_ca_topic_score_gemma":0.004101214,"domain_scores_codex":[0.9995655,0.00009540993,0.00008134007,0.00007605858,0.00009174234,0.00008988845],"domain_scores_gemma":[0.9984621,0.0003084902,0.0003776434,0.0001159436,0.0005372576,0.0001985029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001498787,0.00006127982,0.9965631,0.0000119623,0.00002160814,0.0001841837,0.00006135461,0.0000834289,0.0006211053,0.00001334559,0.00009980628,0.002128889],"study_design_scores_gemma":[0.00001500964,0.0005069267,0.9930409,0.00003650131,0.00009481075,0.001707789,0.0008801643,0.002616834,0.0006110708,0.00008493523,0.0003907024,0.00001434845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984685,0.0001236214,0.0004688753,0.00004539044,0.00002246632,0.00002638451,0.0002092485,0.000009540429,0.0006259829],"genre_scores_gemma":[0.9991591,0.00006437804,0.0003748742,0.00001878388,0.00001832836,0.00001391046,0.0001873037,0.000002398726,0.0001609195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002905795,"threshold_uncertainty_score":0.007650077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02620266914250477,"score_gpt":0.3071191739909735,"score_spread":0.2809165048484688,"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."}}