{"id":"W4235296303","doi":"10.21203/rs.3.rs-37889/v1","title":"Pediatric Triage Variations Among Nurses, Pediatric and Emergency Residents Using the Canadian Triage and Acuity Scale","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Triage; Medical emergency; Scale (ratio); Medicine; Geography; Cartography","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":[0.001326075,0.000308938,0.0003286225,0.00205741,0.001143605,0.001022387,0.001120847,0.0006217824,0.003091648],"category_scores_gemma":[0.009407185,0.0003409804,0.0005673979,0.003937202,0.0005972164,0.0006267366,0.00102277,0.0009604632,0.0002914148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006556263,"about_ca_system_score_gemma":0.01061279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9040229,"about_ca_topic_score_gemma":0.9112744,"domain_scores_codex":[0.9981723,0.0001975069,0.0001270402,0.000308897,0.0007755537,0.0004186042],"domain_scores_gemma":[0.9947556,0.0008727894,0.001119982,0.0001566687,0.002258028,0.0008367655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007708688,0.00002080134,0.9965934,0.00000570679,0.00002414126,0.000025196,0.0004927071,0.00005732474,0.00008572298,0.00006921624,0.0008665718,0.001682102],"study_design_scores_gemma":[0.000001927347,0.000008166167,0.9990263,0.000004699553,0.000003656858,0.00001683273,0.0006632702,0.00008791237,0.0000154711,0.000009236454,0.0001590555,0.000003402182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953774,0.00015863,0.00008444105,0.0001512778,0.00002333896,0.0000234152,0.002249827,0.000008480505,0.001923106],"genre_scores_gemma":[0.997453,0.0001576776,0.0001307274,0.00004376314,0.00001072347,0.0000168312,0.001592827,0.000008582225,0.0005858125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09597707,"threshold_uncertainty_score":0.1930845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0936406020093485,"score_gpt":0.4203875995461182,"score_spread":0.3267469975367697,"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."}}