{"id":"W4400214542","doi":"10.1080/0142159x.2024.2372083","title":"Draw & Doodle Simulation: A colorful strategy to prepare medical teams for electronic dance music festival emergencies","year":2024,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Dance; Electronic dance music; Visual arts; Psychology; Medical education; Medicine; Art","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":[0.001979587,0.001346869,0.0002887127,0.0008117414,0.001148897,0.002072945,0.002346999,0.001513358,0.04915814],"category_scores_gemma":[0.007383935,0.0005495315,0.0007596854,0.0002525773,0.0009502763,0.001771531,0.00665436,0.001793357,0.01336531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365984,"about_ca_system_score_gemma":0.001459955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005697349,"about_ca_topic_score_gemma":0.001958173,"domain_scores_codex":[0.9989836,0.0005467297,0.00004305672,0.0001144635,0.000210733,0.0001013764],"domain_scores_gemma":[0.9973965,0.000793306,0.0001520395,0.0003265748,0.0002265801,0.001104911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001173572,0.003937521,0.006955828,0.002048404,0.00009379493,0.001707286,0.01338394,0.008169175,0.039117,0.01230965,0.3237417,0.587362],"study_design_scores_gemma":[0.001015707,0.002443945,0.006686181,0.0008102058,0.0001075595,0.002453003,0.006929195,0.02977516,0.02299353,0.01661826,0.9098585,0.0003088019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1308006,0.0004207087,0.5940965,0.01797834,0.002635487,0.006772963,0.002249503,0.02474716,0.2202988],"genre_scores_gemma":[0.2431553,0.0008927808,0.66663,0.004356828,0.0002766046,0.004482158,0.001261045,0.002609663,0.07633549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04915814,"threshold_uncertainty_score":0.1644503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06529470300938028,"score_gpt":0.4360051428791095,"score_spread":0.3707104398697292,"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."}}