{"id":"W4390406358","doi":"10.1177/02676591231225717","title":"Designing and maintaining a rescue extracorporeal life support program: A holistic simulation approach","year":2023,"lang":"en","type":"article","venue":"Perfusion","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Alberta Children's Hospital; University of Calgary; Alberta Health Services","funders":"Alberta Children's Hospital Foundation; Extracorporeal Life Support Organization; Children's Hospital Foundation","keywords":"Medicine; Multidisciplinary approach; Workflow; Life support; Extracorporeal membrane oxygenation; Multidisciplinary team; Medical emergency; Intensive care medicine; Nursing; Computer science; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001183691,0.0005828234,0.0002890388,0.0005139151,0.0006997671,0.001678993,0.001148769,0.000827783,0.002334301],"category_scores_gemma":[0.00196656,0.0002989991,0.0005025726,0.0002067851,0.0008720102,0.001176425,0.002514704,0.0008299529,0.0003714136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009403666,"about_ca_system_score_gemma":0.003376961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431771,"about_ca_topic_score_gemma":0.002569212,"domain_scores_codex":[0.9992667,0.0004373174,0.00003431554,0.00005696212,0.0001227724,0.00008188352],"domain_scores_gemma":[0.9993743,0.0002264011,0.0000490201,0.00005249824,0.00009457049,0.000203186],"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":[0.0003021682,0.001941389,0.02901219,0.001338105,0.0002010432,0.001203934,0.009757565,0.5510439,0.03836013,0.06050942,0.009332665,0.2969975],"study_design_scores_gemma":[0.0002987791,0.002790145,0.01729478,0.001272668,0.0003097185,0.002285245,0.0102462,0.7591029,0.02007846,0.05322709,0.1328131,0.0002809475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2486447,0.0007834386,0.6964022,0.00381922,0.0002303855,0.001097854,0.0002000395,0.001287389,0.04753468],"genre_scores_gemma":[0.5741654,0.001344629,0.4188639,0.0004054105,0.00003936607,0.0006596368,0.0002225088,0.0001065186,0.004192647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002334301,"threshold_uncertainty_score":0.007808983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1306436530810691,"score_gpt":0.4123387369804246,"score_spread":0.2816950838993555,"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."}}