{"id":"W3131830048","doi":"10.1186/s12873-021-00541-0","title":"Pediatric triage variations among nurses, pediatric and emergency residents using the Canadian triage and acuity scale","year":2021,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Medicine; Emergency department; Medical emergency; Emergency medicine; Cross-sectional study; Scale (ratio); Family medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009905754,0.0001380634,0.0001696531,0.0007411046,0.0003882234,0.0003497002,0.0002851977,0.0001562543,0.0009316946],"category_scores_gemma":[0.005583313,0.0001115951,0.0002144593,0.0007627691,0.000288013,0.0002247731,0.0003822008,0.0002160223,0.000115435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143142,"about_ca_system_score_gemma":0.001899678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1557786,"about_ca_topic_score_gemma":0.206743,"domain_scores_codex":[0.9988902,0.0001511146,0.0001094902,0.000101265,0.0006154497,0.0001324865],"domain_scores_gemma":[0.9978127,0.0003186484,0.0006388471,0.0000425888,0.0009302148,0.0002568914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003725045,0.00001921478,0.995262,0.00001825942,0.00001011688,0.00005704112,0.0008277682,0.00004009381,0.0001448738,0.00001585028,0.0002455964,0.003321962],"study_design_scores_gemma":[0.000002397855,0.00007143468,0.996547,0.00001720039,0.00000551722,0.0001414308,0.002452494,0.0002659568,0.00007681939,0.00001165361,0.0004033625,0.000004846359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990022,0.0001010674,0.00009057963,0.00004682098,0.000008404513,0.00002222433,0.0001095522,0.000002550644,0.0006165453],"genre_scores_gemma":[0.999357,0.0001316611,0.0002052772,0.0000119584,0.000003546452,0.00001390382,0.0001450701,7.792252e-7,0.0001306658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1557786,"threshold_uncertainty_score":0.3097438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04670291696452301,"score_gpt":0.3384865821419723,"score_spread":0.2917836651774493,"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."}}