{"id":"W4317728389","doi":"10.3390/ijerph20031975","title":"Accuracy of a Prehospital Triage Protocol in Predicting In-Hospital Mortality and Severe Trauma Cases among Older Adults","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Université Laval","funders":"Hospices Civils de Lyon","keywords":"Medicine; Triage; Injury Severity Score; Retrospective cohort study; Internal medicine; Poison control; Young adult; Major trauma; Population; Injury prevention; Emergency medicine; Pediatrics; 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":[0.005530479,0.0004028898,0.0004213612,0.001330511,0.0002336151,0.0008918623,0.0004659551,0.0006824385,0.0007191666],"category_scores_gemma":[0.01992739,0.0002570185,0.0005363551,0.0007040969,0.0001955059,0.0009183804,0.0006315705,0.0004629638,0.0002802195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004529361,"about_ca_system_score_gemma":0.0006813068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363007,"about_ca_topic_score_gemma":0.001970513,"domain_scores_codex":[0.9975085,0.001094569,0.0005392525,0.0002241848,0.0004880213,0.0001454301],"domain_scores_gemma":[0.991379,0.002900377,0.002916659,0.0006003414,0.001631039,0.0005726023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002944874,0.0000848144,0.992707,0.00002794181,0.00005420248,0.00002399369,0.00004740098,0.0002243404,0.00009411891,0.00001343922,0.0002485475,0.006179749],"study_design_scores_gemma":[0.00007103942,0.0009937648,0.9898723,0.00008833743,0.0001103749,0.000373101,0.0001804729,0.007502844,0.0003054113,0.00006289191,0.0004268918,0.00001247997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964798,0.00061112,0.0008577462,0.0002277152,0.00005642661,0.0001705337,0.0004286793,0.0000312114,0.00113677],"genre_scores_gemma":[0.997542,0.0002022033,0.001221443,0.00007677943,0.00004007115,0.00009988412,0.0007178685,0.000003204865,0.00009657015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005530479,"threshold_uncertainty_score":0.0292483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09140917183042817,"score_gpt":0.438585035747389,"score_spread":0.3471758639169608,"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."}}