{"id":"W3088691906","doi":"10.1002/aet2.10536","title":"Retention of Critical Procedural Skills After Simulation Training: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"AEM Education and Training","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Children's Hospital of Eastern Ontario; Hospital for Sick Children; University of Ottawa","funders":"CHEO Research Institute","keywords":"Observational study; Medicine; Benchmark (surveying); Physical therapy; Simulation; Computer science","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":[0.00982252,0.001157065,0.007721927,0.008333027,0.0006373707,0.002521759,0.002371903,0.001767286,0.004371359],"category_scores_gemma":[0.05229153,0.0009159598,0.005279202,0.01052002,0.0009100656,0.002278624,0.00141019,0.0009622336,0.0003375362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003784035,"about_ca_system_score_gemma":0.01353324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006584779,"about_ca_topic_score_gemma":0.01594028,"domain_scores_codex":[0.9920737,0.002486775,0.003212747,0.0006062642,0.001399102,0.0002214965],"domain_scores_gemma":[0.9464478,0.04040631,0.008620953,0.0006850452,0.003416905,0.0004229158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002264789,0.00001951507,0.001043007,0.9702253,0.005615482,0.00008036471,0.0001832573,0.00007659304,0.00008490683,0.0001228172,0.0008941181,0.0214282],"study_design_scores_gemma":[0.0003299824,0.0003180151,0.005725129,0.9305032,0.05173997,0.0003444788,0.0003087958,0.0001235608,0.0001962489,0.0002053228,0.01017007,0.00003520549],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003632796,0.9938917,0.0002591832,0.0002498376,0.000137303,0.0006410364,0.0007609432,0.00002097784,0.0004062522],"genre_scores_gemma":[0.03900592,0.9577075,0.0008799831,0.0003903983,0.00008368676,0.001282209,0.0004754123,0.0000104496,0.0001644784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00982252,"threshold_uncertainty_score":0.05194706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.134322030995548,"score_gpt":0.4682300541117376,"score_spread":0.3339080231161896,"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."}}