{"id":"W1997515337","doi":"10.1111/j.1365-2923.2009.03412.x","title":"The effect of simulator training on clinical skills acquisition, retention and transfer","year":2009,"lang":"en","type":"article","venue":"Medical Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Context (archaeology); Presentation (obstetrics); Medicine; Cardiorespiratory fitness; Physical therapy; Dreyfus model of skill acquisition; Surgery","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":[0.001616761,0.0005164362,0.0003531835,0.0002715678,0.0001725355,0.0003261179,0.0003993463,0.000584724,0.003646477],"category_scores_gemma":[0.01103335,0.0001493819,0.0004418694,0.0001063189,0.000300877,0.0002964705,0.0005604631,0.0004724089,0.000401166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00026703,"about_ca_system_score_gemma":0.0004522826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004566457,"about_ca_topic_score_gemma":0.0005070043,"domain_scores_codex":[0.9989808,0.000528497,0.00007768384,0.00008521834,0.0001576428,0.0001701386],"domain_scores_gemma":[0.9929389,0.003805929,0.0008728454,0.0003906224,0.0003818203,0.001609882],"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":[0.1222294,0.07149149,0.129995,0.001512615,0.00126865,0.0003520062,0.0007643421,0.01189587,0.07316694,0.0001805158,0.001824209,0.5853191],"study_design_scores_gemma":[0.00291308,0.4718176,0.4946766,0.0001828071,0.0003943508,0.0004335031,0.0001782304,0.00588163,0.02118906,0.0001543982,0.002119805,0.00005897117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988074,0.0002456626,0.0002495008,0.00006182902,0.00003027129,0.00007016477,0.00002693899,0.00001777081,0.000490432],"genre_scores_gemma":[0.9983345,0.0001969178,0.0006861915,0.00005650517,0.00004966086,0.0001181382,0.00009386375,0.000003761596,0.0004605541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003646477,"threshold_uncertainty_score":0.01219863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434384301440073,"score_gpt":0.4245914464270802,"score_spread":0.4002476034126795,"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."}}