{"id":"W1981194596","doi":"10.1111/pan.12212","title":"The Managing Emergencies in Paediatric Anaesthesia global rating scale is a reliable tool for simulation‐based assessment in pediatric anesthesia crisis management","year":2013,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Ottawa Hospital; University of Toronto; SickKids Foundation; University of Ottawa; Hospital for Sick Children","funders":"","keywords":"Medicine; Intraclass correlation; Judgement; Reliability (semiconductor); Rating scale; Inter-rater reliability; Scale (ratio); Institutional review board; Patient safety; Psychometrics; Surgery; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01373214,0.0003897279,0.0005065674,0.0007051502,0.0002121783,0.0008488557,0.0005709145,0.0004338,0.002403643],"category_scores_gemma":[0.04659018,0.0001993448,0.0008079289,0.0005027364,0.0005851681,0.0007344746,0.0008260022,0.0006862594,0.0006760657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004696339,"about_ca_system_score_gemma":0.001555581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349912,"about_ca_topic_score_gemma":0.002229222,"domain_scores_codex":[0.9893085,0.004848418,0.001163214,0.0005121015,0.00392678,0.0002410338],"domain_scores_gemma":[0.9704283,0.01353863,0.005753858,0.001664135,0.007480071,0.0011351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009253492,0.0003564458,0.7866752,0.0009327392,0.0004115029,0.0002199868,0.001658778,0.003003277,0.005043714,0.0007573078,0.006861233,0.1931545],"study_design_scores_gemma":[0.0001138709,0.001635368,0.9819972,0.0003979431,0.0001375477,0.0006784114,0.0007140901,0.006713971,0.002270559,0.0003895503,0.004883435,0.00006806871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472351,0.001480319,0.0327542,0.0008093986,0.0002446974,0.001450951,0.001094802,0.0003808194,0.01454973],"genre_scores_gemma":[0.9678609,0.0005211434,0.02976661,0.0000833191,0.0000339648,0.0006441574,0.0005245243,0.00003557947,0.0005299145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01373214,"threshold_uncertainty_score":0.07262331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878851887317138,"score_gpt":0.3245198841404542,"score_spread":0.3057313652672828,"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."}}