{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01222795,0.0003748342,0.0002878409,0.0003634178,0.0003388575,0.0004202087,0.0006553436,0.0003123602,0.001670578],"category_scores_gemma":[0.03295599,0.0002308115,0.0005017828,0.0002869662,0.0003929079,0.0007137372,0.0004949095,0.0004091858,0.0001696131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000866019,"about_ca_system_score_gemma":0.002499103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013119,"about_ca_topic_score_gemma":0.003578529,"domain_scores_codex":[0.9871013,0.009940232,0.001118468,0.0003856636,0.001210297,0.0002441277],"domain_scores_gemma":[0.9776049,0.01224763,0.005530557,0.001475402,0.002300441,0.0008410262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008567416,0.02182381,0.4268801,0.003432821,0.0006176854,0.0001701368,0.005361434,0.009575046,0.02068046,0.0005962767,0.001114983,0.5011799],"study_design_scores_gemma":[0.002632858,0.09009127,0.8213844,0.001909727,0.0006793826,0.0007171196,0.003721989,0.02350416,0.0454901,0.00152907,0.008128243,0.0002116961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808912,0.0004168614,0.0144388,0.0002240418,0.00004421635,0.002494739,0.0001104433,0.00008481734,0.001294909],"genre_scores_gemma":[0.9553678,0.0003962159,0.04085443,0.0001276342,0.00002688203,0.00288373,0.0001289578,0.000006223342,0.000208084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01222795,"threshold_uncertainty_score":0.06466836,"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."}}