{"id":"W4315798151","doi":"10.1186/s12909-023-04000-1","title":"Advanced neonatal procedural skills: a simulation-based workshop: impact and skill decay","year":2023,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; Alberta Children's Hospital; University of Calgary; Alberta Health Services","funders":"","keywords":"Competence (human resources); Medicine; Defibrillation; Cognition; Simulation training; Medical education; Medical physics; Medical emergency; Psychology; Simulation; Computer science; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00222721,0.0004283977,0.0003925349,0.0003587395,0.0003632651,0.0005750451,0.0009517673,0.0005405186,0.002541244],"category_scores_gemma":[0.005768694,0.0002153014,0.0004912653,0.0001667567,0.000324679,0.0003154183,0.001778013,0.0006543598,0.0003182555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007279894,"about_ca_system_score_gemma":0.001081444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268162,"about_ca_topic_score_gemma":0.00160968,"domain_scores_codex":[0.9986885,0.0006065458,0.00008856718,0.0001483125,0.0002271189,0.0002408824],"domain_scores_gemma":[0.9972994,0.001039054,0.000231938,0.0002001593,0.0001909172,0.001038512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0199237,0.1042198,0.3212788,0.002298025,0.0004796873,0.002767529,0.01415337,0.02528097,0.05191605,0.000508315,0.003104155,0.4540696],"study_design_scores_gemma":[0.001930901,0.175328,0.7465901,0.0007028331,0.0003096974,0.00161478,0.01022741,0.02138757,0.03125285,0.0006350398,0.009721743,0.000299076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990606,0.00003693997,0.00030628,0.00003996525,0.00001068911,0.0000899974,0.00003452466,0.00001360465,0.0004073059],"genre_scores_gemma":[0.9969617,0.0001159529,0.001887816,0.00005190674,0.00001420256,0.0002411466,0.0001356852,0.000004599775,0.0005869781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002541244,"threshold_uncertainty_score":0.01177877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02393696825981971,"score_gpt":0.4204737179472452,"score_spread":0.3965367496874255,"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."}}