{"id":"W4311336670","doi":"10.29173/cjen180","title":"Pediatric Emergency Resident – Nurse Teaching: a Survey of an Innovative Method","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Emergency Medicine Education and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Triage; Medicine; Emergency nursing; Medical emergency; Session (web analytics); Presentation (obstetrics); Emergency department; Nursing; Emergency medicine; Obstetrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006006661,0.0002445432,0.0003677688,0.0006191066,0.0006991749,0.0007957094,0.0004599311,0.0006147148,0.001143116],"category_scores_gemma":[0.01766027,0.0002681551,0.000343185,0.0005983462,0.000376894,0.000736117,0.0009438184,0.0005322067,0.0002663245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265068,"about_ca_system_score_gemma":0.002477274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680911,"about_ca_topic_score_gemma":0.002915494,"domain_scores_codex":[0.9949792,0.002574112,0.0003961097,0.0002851735,0.00136797,0.0003973992],"domain_scores_gemma":[0.9895217,0.003131294,0.003021822,0.0003091561,0.002636238,0.001379782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004024959,0.002359025,0.8248193,0.001311468,0.00008547806,0.001330744,0.04388063,0.0001818289,0.002143102,0.0001561064,0.002696387,0.1206334],"study_design_scores_gemma":[0.0001151666,0.004635422,0.8749061,0.0007875952,0.00009451206,0.003623553,0.08862074,0.0007402996,0.001448303,0.0001153355,0.02481935,0.00009375098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970005,0.0007964015,0.0004771618,0.0003290887,0.00003522765,0.0001890387,0.00005449218,0.000007964088,0.001110142],"genre_scores_gemma":[0.9924986,0.002582918,0.002687776,0.0007130801,0.0000386603,0.0004151538,0.00009601715,0.0000105119,0.0009572229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006006661,"threshold_uncertainty_score":0.03176665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09752855693780511,"score_gpt":0.4561631103468758,"score_spread":0.3586345534090707,"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."}}