{"id":"W2592152868","doi":"10.1111/apa.13792","title":"Student peer teaching in paediatric simulation training is a feasible low‐cost alternative for education","year":2017,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta; Alberta Health Services","funders":"World Health Organization","keywords":"Medicine; TUTOR; Euros; Medical education; Peer tutor; Simulation training; Family medicine; Simulation; Psychology; Mathematics education","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":[0.002989459,0.0005968812,0.000417757,0.0004106447,0.0004606037,0.0008051033,0.001288508,0.0009685424,0.02176251],"category_scores_gemma":[0.007490196,0.0002248203,0.0007427605,0.0002617482,0.0003038612,0.000834345,0.002629392,0.0008037611,0.004030021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002649505,"about_ca_system_score_gemma":0.001112065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002569366,"about_ca_topic_score_gemma":0.0005997819,"domain_scores_codex":[0.9966477,0.00209998,0.0001180559,0.0002144621,0.0006520686,0.000267792],"domain_scores_gemma":[0.9957941,0.001493291,0.000582787,0.0004096096,0.0002149387,0.001505285],"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":[0.002843819,0.02650098,0.0470379,0.001870786,0.0001443733,0.00152095,0.0012066,0.002805322,0.00996101,0.001135508,0.01268304,0.8922898],"study_design_scores_gemma":[0.01121348,0.19371,0.4983693,0.00592083,0.0008507383,0.03404718,0.0077761,0.02246485,0.03049544,0.008846181,0.1857116,0.0005943541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9193888,0.002493357,0.04208827,0.004080124,0.0007344122,0.002565424,0.0002702558,0.001042794,0.02733659],"genre_scores_gemma":[0.9282883,0.001618117,0.06083681,0.0005761399,0.0005849181,0.001576037,0.0003010767,0.00007026237,0.006148283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02176251,"threshold_uncertainty_score":0.0728029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09189649775488797,"score_gpt":0.4573252612597397,"score_spread":0.3654287635048517,"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."}}