{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001760782,0.0001099326,0.00025206,0.00008111295,0.0001468789,0.00001235786,0.00006505819,0.0002634132,0.0001834582],"category_scores_gemma":[0.002584287,0.0000732886,0.00008940817,0.0001919877,0.000146657,0.0000476095,0.000002996346,0.000374028,0.00001054381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006933206,"about_ca_system_score_gemma":0.0009464806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001030206,"about_ca_topic_score_gemma":0.000001055257,"domain_scores_codex":[0.9981307,0.0003058985,0.0006110538,0.0002329207,0.0005544267,0.0001650314],"domain_scores_gemma":[0.9973044,0.001867549,0.00008096414,0.0002672249,0.0002224541,0.0002574268],"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":[0.0007289009,0.0006797469,0.2586357,0.0001787112,0.00004246812,0.000001260422,0.002702759,0.00003133633,0.00008073939,0.002027999,0.005295558,0.7295948],"study_design_scores_gemma":[0.00185019,0.002599504,0.9896747,0.0005853222,0.00009229142,0.0000157398,0.0004698636,0.001461136,0.0003836076,0.0004032369,0.002370707,0.00009371814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605828,0.0002894702,0.000200535,0.03701873,0.001050421,0.0005601934,0.000001315998,0.00003491525,0.0002616463],"genre_scores_gemma":[0.9929622,0.00009133381,0.00005998026,0.005946355,0.0007141777,0.0000286804,0.00006199536,0.00001048528,0.000124797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7310389,"threshold_uncertainty_score":0.309382,"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."}}