{"id":"W2141061871","doi":"10.1542/peds.2013-2139","title":"Technology-Enhanced Simulation and Pediatric Education: A Meta-analysis","year":2014,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":196,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Meta-analysis; 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":[0.02168695,0.002622916,0.01554007,0.00483871,0.0006040098,0.003272808,0.002350182,0.002354552,0.005003706],"category_scores_gemma":[0.05142928,0.001329961,0.05197044,0.005830146,0.000674687,0.002027818,0.001639444,0.002649322,0.0003167575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003045455,"about_ca_system_score_gemma":0.00363417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007256678,"about_ca_topic_score_gemma":0.01025604,"domain_scores_codex":[0.9849663,0.008926118,0.003187028,0.001180803,0.001339927,0.0003998313],"domain_scores_gemma":[0.9596065,0.03281624,0.004325817,0.001049339,0.00182151,0.0003806232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004531296,0.00008799673,0.004264413,0.2195212,0.7574979,0.000100547,0.00008302144,0.0007980688,0.0001151951,0.0001428156,0.0004529269,0.01240454],"study_design_scores_gemma":[0.001298448,0.0004624166,0.003422968,0.02046981,0.9728059,0.00007480729,0.0000382945,0.0002869574,0.00009080544,0.0001528542,0.0008758967,0.00002083685],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00901862,0.988544,0.0009403153,0.0002146058,0.0001917053,0.0003854559,0.0003418433,0.00003220163,0.0003312548],"genre_scores_gemma":[0.297283,0.6932826,0.004317269,0.0009117786,0.0004041623,0.002464701,0.0008385231,0.00004519698,0.0004528332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02168695,"threshold_uncertainty_score":0.114693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350414087005875,"score_gpt":0.4640481841740699,"score_spread":0.3290067754734824,"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."}}