{"id":"W2084152938","doi":"10.1007/bf03023173","title":"A survey of perceived barriers to simulation based education","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Psychology; Computer science; Applied psychology","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":[0.004678235,0.0002319795,0.0004859283,0.0009716405,0.001166065,0.00122283,0.0003398719,0.0009991446,0.004564213],"category_scores_gemma":[0.01552778,0.000453898,0.0006178643,0.0008695161,0.0004408684,0.0008560157,0.0008862118,0.001262203,0.0005920933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360805,"about_ca_system_score_gemma":0.002313584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430429,"about_ca_topic_score_gemma":0.01574513,"domain_scores_codex":[0.9976921,0.0008514766,0.0003513219,0.0001026868,0.0005430374,0.0004593345],"domain_scores_gemma":[0.9820932,0.006199642,0.003715577,0.0003301098,0.002762188,0.00489934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001605169,0.001314278,0.9770982,0.0001053459,0.00005148572,0.0002311244,0.01120422,0.0001413647,0.0002799082,0.000136311,0.001576807,0.007700413],"study_design_scores_gemma":[0.00005233964,0.001156199,0.9626313,0.0001640241,0.00003527586,0.0004781252,0.03037572,0.0005703178,0.0001261911,0.00007178666,0.004307097,0.00003157901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974856,0.0001252243,0.00008014746,0.0004800746,0.00001723907,0.00005036758,0.0001452914,0.000004942624,0.001610965],"genre_scores_gemma":[0.9980166,0.0002876263,0.0002324161,0.0004888052,0.000009620634,0.00005997159,0.0001493661,0.0000051897,0.0007504021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01430429,"threshold_uncertainty_score":0.02844203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556136028378115,"score_gpt":0.3025018492160513,"score_spread":0.2769404889322702,"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."}}