{"id":"W3163870785","doi":"10.1177/1753495x211011915","title":"Effectiveness of simulation-based training for obstetric internal medicine: Impact of cognitive load and emotions on knowledge acquisition and retention","year":2021,"lang":"en","type":"article","venue":"Obstetric Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cognitive load; Cognition; Training (meteorology); Knowledge acquisition; Dreyfus model of skill acquisition","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002511008,0.0002005656,0.0002616424,0.0003404138,0.0001354239,0.0005307262,0.0002653985,0.0002912687,0.001264892],"category_scores_gemma":[0.0165731,0.000094075,0.0003491153,0.0001635489,0.0002725166,0.0003754279,0.0005733644,0.0003047097,0.0001110457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004040568,"about_ca_system_score_gemma":0.0005125685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008083678,"about_ca_topic_score_gemma":0.001051516,"domain_scores_codex":[0.9990202,0.0004256406,0.00009339844,0.00006080793,0.0002840312,0.0001158872],"domain_scores_gemma":[0.9911174,0.006232528,0.001178866,0.0002668972,0.0002525325,0.0009518078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004189469,0.008010886,0.8505542,0.0001919177,0.0004019045,0.0001572766,0.00217866,0.005789797,0.004735961,0.0000824364,0.0001916446,0.1235159],"study_design_scores_gemma":[0.00007201729,0.005612841,0.9859251,0.00004623776,0.00008268454,0.0001551656,0.0005360871,0.004958724,0.002310762,0.0001098184,0.0001714301,0.00001912858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996063,0.00003231817,0.00005819152,0.00001759204,0.000001006372,0.000008972019,0.000007228193,0.000002393452,0.0002661435],"genre_scores_gemma":[0.9997825,0.0000228342,0.0001102457,0.000005492455,0.000001989095,0.000008406009,0.00001522691,4.627086e-7,0.00005275029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002511008,"threshold_uncertainty_score":0.01327962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07566777151592019,"score_gpt":0.4144346501770472,"score_spread":0.338766878661127,"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."}}