{"id":"W2901441511","doi":"10.1097/pec.0000000000001641","title":"Pediatric Transport Triage","year":2018,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Response Biomedical (Canada)","funders":"National Institute of General Medical Sciences","keywords":"Triage; Medicine; Mode of transport; Staffing; Medical emergency; Emergency medicine; Nursing; Public transport","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":[0.002067803,0.0009035763,0.0005403293,0.002210679,0.0007380272,0.001068345,0.001063575,0.0005218312,0.01455879],"category_scores_gemma":[0.01007412,0.0002927693,0.0007314612,0.001591,0.0002960096,0.001306647,0.001961342,0.001294078,0.004165922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422604,"about_ca_system_score_gemma":0.003939555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003873203,"about_ca_topic_score_gemma":0.003740719,"domain_scores_codex":[0.9972525,0.0006875288,0.0006024178,0.0004659228,0.0007806735,0.0002109432],"domain_scores_gemma":[0.9948943,0.0009159736,0.001579709,0.0002970364,0.001896231,0.0004168381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004943127,0.0003361399,0.3505774,0.001273663,0.0001395957,0.002380417,0.001324412,0.005133218,0.002906287,0.002257663,0.1095051,0.5236719],"study_design_scores_gemma":[0.0003430123,0.002515895,0.5431132,0.004595375,0.0003741292,0.02325046,0.00271323,0.03063429,0.01152857,0.002866366,0.3778444,0.000220974],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5768186,0.01620729,0.2315449,0.01225869,0.005666742,0.007306705,0.02603583,0.008830264,0.115331],"genre_scores_gemma":[0.8168164,0.01134289,0.1261745,0.00242767,0.001852426,0.003978002,0.01694982,0.0009182324,0.01953995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01455879,"threshold_uncertainty_score":0.04870403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957593174849065,"score_gpt":0.2967822727369958,"score_spread":0.2772063409885052,"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."}}