{"id":"W2473229982","doi":"10.3390/ijerph13070659","title":"Pediatric Canadian Triage and Acuity Scale (PaedsCTAS) as a Measure of Injury Severity","year":2016,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Triage; Emergency department; Psychosocial; Emergency medicine; Injury Severity Score; Proxy (statistics); Injury prevention; Severity of illness; Abbreviated Injury Scale; Poison control; Occupational safety and health; Medical emergency; 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":[0.001293414,0.0004329291,0.000442253,0.002195819,0.0006259063,0.0006017112,0.0006725474,0.0002391885,0.002672777],"category_scores_gemma":[0.006149444,0.0001069372,0.0005121304,0.002658193,0.0003745623,0.0004468743,0.000690376,0.0007302782,0.0002231056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00339486,"about_ca_system_score_gemma":0.00683412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.505753,"about_ca_topic_score_gemma":0.6621894,"domain_scores_codex":[0.9981976,0.0003040626,0.0001690175,0.0001502914,0.0009644208,0.0002146507],"domain_scores_gemma":[0.9964818,0.0003485951,0.001158303,0.00009133439,0.001471531,0.0004483536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008796143,0.00008032417,0.9791906,0.0001296456,0.00007738399,0.00005745762,0.0002917148,0.0002711249,0.0002914626,0.0003663721,0.001961043,0.01719494],"study_design_scores_gemma":[0.000008931365,0.0001449649,0.9976929,0.00002836696,0.00001634274,0.00009525299,0.0002503582,0.0003484742,0.0001057098,0.00005135716,0.001247986,0.000009381752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97066,0.001110319,0.001998719,0.0005224702,0.0001219265,0.0004732177,0.009649099,0.00005601677,0.01540816],"genre_scores_gemma":[0.9870222,0.0009539383,0.004008147,0.0001221961,0.00003499395,0.0003326809,0.005494669,0.000006861301,0.002024232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.494247,"threshold_uncertainty_score":0.9943155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04960613275579655,"score_gpt":0.3795717546672024,"score_spread":0.3299656219114059,"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."}}