{"id":"W2092975332","doi":"10.1001/jamapediatrics.2013.1389","title":"Examining Pediatric Resuscitation Education Using Simulation and Scripted Debriefing","year":2013,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Debriefing; Medicine; Randomized controlled trial; Cardiopulmonary resuscitation; Interprofessional education; Physical therapy; Clinical psychology; Resuscitation; Medical education; Health care; Emergency medicine; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003331529,0.0001765181,0.0001969966,0.0006600499,0.0002490333,0.0001511677,0.00005310004,0.0002191852,0.0001104132],"category_scores_gemma":[0.001294012,0.00019221,0.00003284821,0.001032587,0.00002663706,0.0006934277,0.00002607768,0.0002610278,0.00004629355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003078865,"about_ca_system_score_gemma":0.0009509029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000629498,"about_ca_topic_score_gemma":0.0000018212,"domain_scores_codex":[0.9983027,0.00009614328,0.0005408133,0.0003750712,0.0004054687,0.0002798159],"domain_scores_gemma":[0.9970142,0.0008438623,0.000300141,0.0002822896,0.001288993,0.0002705084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002031173,0.00007228439,0.9803317,0.0003875385,0.000004453932,6.422392e-7,0.001285135,0.006709379,0.0001159187,0.00006628764,0.001172551,0.009833845],"study_design_scores_gemma":[0.000685914,0.00006971472,0.8517184,0.00003735009,0.0001573643,0.000009928081,0.001768678,0.1448587,0.00001499118,0.0003849282,0.0001049402,0.000189145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931073,0.001102507,0.002359734,0.00119476,0.0009380837,0.000867535,0.000003497825,0.0001284454,0.0002981608],"genre_scores_gemma":[0.9825014,0.00007420888,0.01303914,0.001246157,0.002804237,0.0000505001,0.0001281528,0.00004325144,0.0001128794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1381493,"threshold_uncertainty_score":0.7838096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0801801027731049,"score_gpt":0.3610030838367974,"score_spread":0.2808229810636925,"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."}}