{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009401052,0.0002336922,0.000350295,0.000571559,0.0005852829,0.0001536194,0.0003002544,0.0001750112,0.00008325429],"category_scores_gemma":[0.002389845,0.0002413076,0.0001431633,0.0002258516,0.00003570843,0.0004553643,0.00005564446,0.0004327201,0.00002396173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006742569,"about_ca_system_score_gemma":0.001283113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004098818,"about_ca_topic_score_gemma":0.00003235382,"domain_scores_codex":[0.9977213,0.00009804437,0.0005956477,0.000523057,0.0006233669,0.0004385939],"domain_scores_gemma":[0.9966602,0.001201813,0.0005545593,0.0007263535,0.000601544,0.0002554942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001555323,0.0005528464,0.9234201,0.0001928693,0.00003106103,0.000002088169,0.02304871,0.002652913,0.0000187495,0.0001626521,0.004245834,0.04551659],"study_design_scores_gemma":[0.003427169,0.0001918284,0.9425789,0.0001443673,0.0001605354,0.000003908349,0.006286499,0.03615154,0.0000538888,0.0006961714,0.009939628,0.0003655889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761856,0.0002264625,0.0006985573,0.0159441,0.001970867,0.002958716,0.00004978193,0.00007541983,0.001890487],"genre_scores_gemma":[0.9917383,0.00003309546,0.002168325,0.001226927,0.003344842,0.000498957,0.0002047712,0.00005556432,0.0007292095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.045151,"threshold_uncertainty_score":0.9840239,"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."}}