{"id":"W2790351487","doi":"10.1093/pch/pxx133","title":"Rapid response systems for paediatrics: Suggestions for optimal organization and training","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Medicine; Medical emergency; Identification (biology); Rapid response team; Resuscitation; Training (meteorology); Population; Intensive care medicine; Medical education; Nursing; Emergency medicine","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":[0.03041738,0.002044014,0.001121822,0.00254708,0.002350247,0.006198143,0.00371452,0.01113059,0.03360713],"category_scores_gemma":[0.07763937,0.001027558,0.002397323,0.001656175,0.002260106,0.01049479,0.006312656,0.01201052,0.013039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004259873,"about_ca_system_score_gemma":0.03525029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006793648,"about_ca_topic_score_gemma":0.01599892,"domain_scores_codex":[0.9815855,0.01146695,0.001640165,0.0004555254,0.003595155,0.001256658],"domain_scores_gemma":[0.9421077,0.02267705,0.00292487,0.002310597,0.01841011,0.01156977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001262728,0.0006686248,0.002085454,0.002209877,0.00004990664,0.0005509696,0.00142086,0.002519658,0.0003744655,0.0194508,0.6468794,0.3236637],"study_design_scores_gemma":[0.0002737687,0.0005533293,0.004214941,0.01223953,0.0001004243,0.0009926965,0.00487701,0.002352089,0.0005689155,0.03208523,0.9415641,0.00017799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001249414,0.02443587,0.02270411,0.920013,0.009389233,0.0009114539,0.0002525249,0.001617924,0.01942654],"genre_scores_gemma":[0.04561518,0.1819183,0.540486,0.1648053,0.0152632,0.006427583,0.001571176,0.0007626406,0.04315063],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03360713,"threshold_uncertainty_score":0.1608644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04210797894631536,"score_gpt":0.3438239346820327,"score_spread":0.3017159557357174,"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."}}