{"id":"W4399442979","doi":"10.1080/10872981.2024.2363006","title":"The 2024 French guidelines for scenario design in simulation-based education: manikin-based immersive simulation, simulated participant-based immersive simulation and procedural simulation","year":2024,"lang":"en","type":"article","venue":"Medical Education Online","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Modalities; Computer science; Simulation training; Medical simulation; Human–computer interaction; Health care; Simulation; 3d simulation; Multimedia","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002111374,0.0007866051,0.00079787,0.0011891,0.0007866659,0.0002899861,0.0003588473,0.0007227805,0.0007713759],"category_scores_gemma":[0.02032552,0.0006775659,0.000303414,0.002304542,0.0003922995,0.0004266897,0.00003658618,0.0008606192,0.00004335382],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258453,"about_ca_system_score_gemma":0.02775041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004658052,"about_ca_topic_score_gemma":0.000173311,"domain_scores_codex":[0.9927549,0.0005590591,0.002640636,0.001403014,0.001690953,0.0009514501],"domain_scores_gemma":[0.9660091,0.02399861,0.0007152604,0.001029607,0.007161555,0.001085829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008926863,0.001640292,0.009449048,0.0009897746,0.0000867414,0.000004341786,0.001197953,0.966024,0.00003042368,0.0001049794,0.002463246,0.01711652],"study_design_scores_gemma":[0.003152124,0.000409577,0.01492775,0.002199248,0.0003980888,0.000002576025,0.002016332,0.9627714,0.00007603636,0.0004741734,0.01293607,0.0006366276],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2654444,0.008479145,0.5137479,0.1891708,0.008382574,0.01392485,0.0002319236,0.0005717119,0.00004672895],"genre_scores_gemma":[0.9702769,0.00002255462,0.006129496,0.01673222,0.0020197,0.0006916505,0.003301436,0.0001732989,0.0006527755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7048325,"threshold_uncertainty_score":0.9995676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384993108940066,"score_gpt":0.4771533616163204,"score_spread":0.3386540507223139,"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."}}