{"id":"W2336875635","doi":"","title":"High Fidelity Simulation: Panacea or Potential Problem?","year":2016,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Panacea (medicine); Computer science; Risk analysis (engineering); Business; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0443203,0.0006242638,0.000836262,0.001040975,0.001705194,0.005924396,0.003229989,0.005408167,0.008262333],"category_scores_gemma":[0.09999856,0.0003980383,0.0007870173,0.001994163,0.005774673,0.01090018,0.004272054,0.006091985,0.001065691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759444,"about_ca_system_score_gemma":0.004837658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004178584,"about_ca_topic_score_gemma":0.009292569,"domain_scores_codex":[0.9687129,0.02281983,0.002164977,0.001440443,0.003973099,0.0008887322],"domain_scores_gemma":[0.9239572,0.05809704,0.004745772,0.003233453,0.007111195,0.002855339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003811688,0.000505677,0.05889545,0.007982428,0.0003590177,0.001980056,0.0164439,0.003018339,0.001617011,0.08005022,0.04963122,0.7791355],"study_design_scores_gemma":[0.0001800878,0.002815027,0.04672851,0.02828267,0.0005249435,0.0251613,0.1730923,0.01809712,0.003370543,0.1605266,0.5407758,0.0004450262],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05628201,0.0355814,0.03973971,0.8427702,0.004453343,0.0002792693,0.0001668954,0.0002464273,0.02048079],"genre_scores_gemma":[0.8133612,0.05247819,0.06405031,0.0613107,0.003981811,0.0004599351,0.000163885,0.000153461,0.004040486],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0443203,"threshold_uncertainty_score":0.234391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322749118482153,"score_gpt":0.382062695314576,"score_spread":0.2497877834663607,"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."}}