{"id":"W2907658068","doi":"10.1007/s13187-018-1456-z","title":"Exploring How the New Entrustable Professional Activity Assessment Tools Affect the Quality of Feedback Given to Medical Oncology Residents","year":2019,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"Division of Graduate Education; Queen's University","keywords":"Thematic analysis; Coaching; Medical education; Focus group; Quality (philosophy); Rubric; Medicine; Graduate medical education; Descriptive statistics; Psychology; Qualitative research; Accreditation; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0170444,0.000264414,0.0003813943,0.0006565343,0.00061134,0.002524824,0.0007455894,0.0008145125,0.002414658],"category_scores_gemma":[0.1462904,0.0002822703,0.0006731979,0.0004711991,0.0007387464,0.001398518,0.001436554,0.001325756,0.0003089207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001939449,"about_ca_system_score_gemma":0.003644513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004556512,"about_ca_topic_score_gemma":0.008464139,"domain_scores_codex":[0.9862339,0.007836511,0.0007695332,0.0008893695,0.003411168,0.0008595749],"domain_scores_gemma":[0.8295913,0.1323817,0.01670338,0.003503509,0.0121263,0.005693823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007842148,0.0101572,0.7006102,0.0006085418,0.0006715528,0.0001284067,0.0247883,0.001597671,0.003210023,0.0004855292,0.002089987,0.2478104],"study_design_scores_gemma":[0.0006052889,0.01353194,0.961011,0.0003502567,0.0005012465,0.00009314018,0.01231898,0.004983149,0.002925415,0.0005461833,0.003022173,0.0001112776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979439,0.00007432358,0.0005816202,0.0003953348,0.00004064704,0.00006356476,0.00004527829,0.00001969114,0.0008354271],"genre_scores_gemma":[0.9976866,0.0000576041,0.001454103,0.0001434861,0.00001460909,0.0001035733,0.00003169103,0.000008806285,0.0004993837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0170444,"threshold_uncertainty_score":0.09014046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1243613239112872,"score_gpt":0.5224368350003381,"score_spread":0.3980755110890509,"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."}}