{"id":"W2909499189","doi":"10.1002/ase.1850","title":"In Pursuit of Excellence Reconsidered: Expertise and Expert Performance in the Teaching, Learning, and Application of Anatomy","year":2019,"lang":"en","type":"editorial","venue":"Anatomical Sciences Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Excellence; Cornerstone; Psychology; Medical education; Core competency; Medicine; Management","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":[0.002364894,0.0001451671,0.0003300168,0.0004591279,0.00007811828,0.00002538812,0.0002783864,0.0003114754,0.00001920753],"category_scores_gemma":[0.002587236,0.0001095155,0.00002273923,0.0006299342,0.0006392878,0.000215975,0.00005080492,0.0007813023,0.000001865015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150512,"about_ca_system_score_gemma":0.001019425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048254,"about_ca_topic_score_gemma":0.00003584934,"domain_scores_codex":[0.997941,0.0001495865,0.0005747534,0.0004170601,0.0007377953,0.0001798061],"domain_scores_gemma":[0.9987416,0.0004831925,0.0003667613,0.000212407,0.0001660932,0.00002999518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000081085,0.0009989593,0.09795409,0.0009457435,0.00001267697,5.394455e-7,0.01503841,0.00000536028,0.001086726,0.002127877,0.4710771,0.4106714],"study_design_scores_gemma":[0.001343251,0.0008234561,0.03785703,0.002381455,0.00005392434,0.00002439197,0.01746823,0.01062562,0.0007725828,0.0009456443,0.9272089,0.000495517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9397149,0.001810148,0.00002759547,0.003683182,0.05267911,0.0007737501,0.000001484494,0.000007203365,0.001302634],"genre_scores_gemma":[0.9793282,0.001691672,0.0009929189,0.0002950199,0.01733391,0.0001399949,0.00004782353,0.00001064472,0.0001597968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4561318,"threshold_uncertainty_score":0.4465914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007778138537412253,"score_gpt":0.3534064889922952,"score_spread":0.3456283504548829,"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."}}