{"id":"W6771674","doi":"10.1016/j.pcl.2013.04.002","title":"Training","year":2013,"lang":"en","type":"review","venue":"Pediatric Clinics of North America","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Medicine; Task (project management); Psychomotor learning; Simulation training; Airway; Airway management; Medical physics; Training (meteorology); Medical emergency; Medical education; Intensive care medicine; Surgery; Simulation; Computer science; Systems engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006882558,0.0004757776,0.0003543588,0.001016851,0.0004243762,0.00095111,0.001167732,0.001073754,0.1348195],"category_scores_gemma":[0.002992574,0.0001351971,0.0004025656,0.0008435377,0.0003140964,0.001010562,0.001700409,0.0008220291,0.02299865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008001861,"about_ca_system_score_gemma":0.002757305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003401961,"about_ca_topic_score_gemma":0.008097333,"domain_scores_codex":[0.9996166,0.0001123116,0.00003013358,0.0000636285,0.00009607205,0.0000812312],"domain_scores_gemma":[0.9993317,0.0001950482,0.00007254548,0.00004424984,0.0001642395,0.0001921645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004504448,0.0001294731,0.0007047211,0.002693468,0.0000197633,0.00009354758,0.0001076157,0.0001540234,0.000239061,0.002952874,0.1261058,0.8667545],"study_design_scores_gemma":[0.00003628676,0.00006367486,0.002848579,0.006024572,0.0000287575,0.0007592266,0.0001745569,0.00007472556,0.0001938827,0.001071473,0.988717,0.000007272573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.009491273,0.483043,0.005945401,0.01378419,0.01078108,0.0005480561,0.001856563,0.000540138,0.4740102],"genre_scores_gemma":[0.08715349,0.5681846,0.007858231,0.01750113,0.00416274,0.0005491386,0.004332664,0.0001238343,0.3101342],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8651805,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2125667415357824,"score_gpt":0.4678580203070034,"score_spread":0.255291278771221,"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."}}