{"id":"W1966873042","doi":"10.1038/ncpuro0991","title":"Primer: cognitive motor learning for teaching surgical skill—how are surgical skills taught and assessed?","year":2008,"lang":"en","type":"review","venue":"Nature Clinical Practice Urology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Modalities; Certification; Curriculum; Cognition; Medical education; Licensure; Mentorship; Motor skill; Fidelity; Computer science; Psychology; Pedagogy","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003951129,0.0008936199,0.004768952,0.0003021112,0.0005711291,0.0001111776,0.0002402612,0.00579665,0.0001538512],"category_scores_gemma":[0.1203369,0.0006730594,0.001685571,0.0003374511,0.0008907224,0.0003154806,0.000228537,0.01638205,0.00004596261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008074686,"about_ca_system_score_gemma":0.0006667217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002650368,"about_ca_topic_score_gemma":0.000001233894,"domain_scores_codex":[0.9904762,0.004339181,0.001890606,0.001758902,0.0006734945,0.0008615966],"domain_scores_gemma":[0.8605844,0.1362386,0.001461338,0.0003739427,0.0006296603,0.0007121215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002102599,0.001662005,0.000788854,0.001570505,0.001515792,0.006586457,0.00005350854,0.000001255578,1.3094e-8,0.00138829,0.0006364507,0.9836943],"study_design_scores_gemma":[0.008711255,0.001584607,0.0003020963,0.001751754,0.004239619,0.01016022,0.0001118803,0.0001331011,3.948161e-8,0.00002503665,0.9723738,0.0006065588],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000384526,0.985494,0.0002239305,0.003447262,0.00128922,0.002327275,0.00005098351,0.0002377611,0.006545058],"genre_scores_gemma":[0.009994035,0.9796104,0.001624546,0.002424829,0.004050367,0.0001425104,0.0006714441,0.0001781027,0.001303777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9830877,"threshold_uncertainty_score":0.999572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06064749355308585,"score_gpt":0.4827809515361541,"score_spread":0.4221334579830683,"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."}}