{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006894061,0.000147742,0.0002122233,0.0003061721,0.0002586241,0.00004163851,0.00004511433,0.0001310858,0.0001708204],"category_scores_gemma":[0.0005468743,0.0001411788,0.00004233001,0.0005945291,0.00005720897,0.00009079557,0.00004093232,0.0002209807,0.00004138483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118144,"about_ca_system_score_gemma":0.0003734224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001310641,"about_ca_topic_score_gemma":0.000002235826,"domain_scores_codex":[0.9984823,0.00007816346,0.000364381,0.0003806296,0.0003683101,0.0003262582],"domain_scores_gemma":[0.9987082,0.000404242,0.00008721965,0.0002492861,0.0002300351,0.000320965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005803771,0.0003644167,0.8009015,0.0007628268,0.00002811513,0.00005906896,0.01659009,0.08843249,0.002390899,0.0003655864,0.001432506,0.08809207],"study_design_scores_gemma":[0.0008665485,0.0003032592,0.3276415,0.0001268867,0.00005243654,0.00002790463,0.003490285,0.6668223,0.00006144928,0.0001685703,0.0002878272,0.0001509816],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919484,0.0000554334,0.004437991,0.0008910624,0.0001840572,0.001172072,0.000004620488,0.0005471894,0.0007591245],"genre_scores_gemma":[0.988513,0.00001723504,0.009688662,0.0003271294,0.0003959664,0.0001675955,0.0005220759,0.00004057291,0.0003277681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5783898,"threshold_uncertainty_score":0.5757103,"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."}}