{"id":"W2154140689","doi":"10.1111/j.1365-2923.2007.02842.x","title":"Senior medical students' appraisal of CanMEDS competencies","year":2007,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Specialty; Medical education; Psychology; Set (abstract data type); Competence (human resources); Medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003562734,0.0002328035,0.0002911635,0.001344926,0.0004423675,0.001298928,0.0003049739,0.0005755725,0.003500661],"category_scores_gemma":[0.01795829,0.0001145244,0.0002342693,0.0007604996,0.0006749614,0.0006308333,0.001660409,0.0006954034,0.0005497107],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000922363,"about_ca_system_score_gemma":0.002050032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001987899,"about_ca_topic_score_gemma":0.003042964,"domain_scores_codex":[0.9978872,0.0005332379,0.0001849423,0.00009339835,0.0008695367,0.0004316139],"domain_scores_gemma":[0.9894918,0.001661008,0.002421787,0.0001813194,0.0022761,0.003968001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002489915,0.0004250054,0.8155632,0.0006276377,0.00004368168,0.0006191741,0.02938273,0.0004713839,0.002346726,0.0008356126,0.008453726,0.1409822],"study_design_scores_gemma":[0.00004000198,0.001069715,0.9387267,0.0003460425,0.0000208765,0.001263436,0.03609018,0.0007296889,0.001288995,0.0006706188,0.01971995,0.00003380569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923678,0.0006162027,0.0002306857,0.001193971,0.00006167959,0.00004549599,0.0001138974,0.00001314861,0.00535725],"genre_scores_gemma":[0.997644,0.0003164382,0.0004217578,0.0002067957,0.0000194787,0.00002425847,0.0001035858,0.00000209271,0.001261578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9990776,"threshold_uncertainty_score":0.01884174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009713733381913163,"score_gpt":0.399261602076855,"score_spread":0.3895478686949418,"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."}}