{"id":"W3036701738","doi":"10.1109/tg.2020.3003315","title":"The Anesthesia Crisis Scenario Builder for Authoring Anesthesia Crisis-Based Simulations","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Games","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Usability; Computer science; Crisis management; Software; Graphical user interface; Human–computer interaction; Anesthesia; Medicine; Programming language; Management","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002083938,0.0002762474,0.0003136779,0.0001787345,0.0008864804,0.00009216602,0.0001741805,0.0001768456,0.0001796537],"category_scores_gemma":[0.00004192253,0.0002306536,0.0002816957,0.0005926078,0.00007760479,0.000106718,4.234375e-7,0.0003752175,0.00005222327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002005205,"about_ca_system_score_gemma":0.0005840572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007288381,"about_ca_topic_score_gemma":0.00001995529,"domain_scores_codex":[0.9980236,0.0001128628,0.0005429973,0.0004881594,0.0004193838,0.0004130513],"domain_scores_gemma":[0.9970776,0.001360162,0.0001343051,0.000569231,0.0004870022,0.0003716315],"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":[0.002206297,0.0008829104,0.0072943,0.000746594,0.0002671283,0.00003981123,0.00832295,0.9391326,0.0009578394,0.0006132516,0.03197934,0.007556961],"study_design_scores_gemma":[0.008368107,0.00273143,0.01372942,0.0004139634,0.001721378,0.0001763197,0.01800946,0.8020888,0.05122826,0.0008876371,0.09902094,0.001624312],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1861137,0.0002368895,0.401737,0.4086643,0.0004194639,0.00222377,0.00003141178,0.0005407078,0.00003267021],"genre_scores_gemma":[0.9821367,0.00001062391,0.002871443,0.01406505,0.0003037417,0.0003334041,0.0000242835,0.00008205382,0.0001726801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.796023,"threshold_uncertainty_score":0.9405783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05541084955947494,"score_gpt":0.3426984438260965,"score_spread":0.2872875942666216,"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."}}