{"id":"W2765689199","doi":"10.1097/acm.0000000000001908","title":"EQual, a Novel Rubric to Evaluate Entrustable Professional Activities for Quality and Structure","year":2017,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Medical Council of Canada; Royal College of Physicians and Surgeons of Canada; Queen's University","funders":"Southeastern Ontario Academic Medical Organization","keywords":"Rubric; Generalizability theory; Inter-rater reliability; Reliability (semiconductor); Medicine; Medical education; Cornerstone; Educational measurement; MEDLINE; Psychology; Medical physics; Curriculum; Mathematics education; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01677339,0.0008926407,0.0007078841,0.009581388,0.0009160527,0.001864095,0.001519453,0.0008172647,0.004099378],"category_scores_gemma":[0.06532666,0.0003297287,0.001617687,0.002991051,0.001539285,0.002660194,0.003900147,0.001018393,0.001014438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00215246,"about_ca_system_score_gemma":0.003746698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004737252,"about_ca_topic_score_gemma":0.01035223,"domain_scores_codex":[0.9810471,0.00718293,0.003070456,0.0007815809,0.00733383,0.0005842223],"domain_scores_gemma":[0.9570774,0.01549568,0.00655576,0.003135438,0.01613088,0.001604895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005978869,0.0004718798,0.2243252,0.001537589,0.0002522043,0.0002765058,0.005262953,0.0030771,0.007316805,0.0129748,0.01940854,0.7244986],"study_design_scores_gemma":[0.0002482265,0.00278538,0.7625901,0.002216206,0.0003639546,0.003499966,0.01020572,0.02537609,0.01671748,0.01913185,0.1563795,0.000485473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.518806,0.006545774,0.3729494,0.00187307,0.0009951749,0.006768025,0.004421348,0.001970347,0.08567091],"genre_scores_gemma":[0.6474456,0.001427651,0.3354086,0.0006576189,0.0001564182,0.003969473,0.002264603,0.0002518675,0.008418136],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01677339,"threshold_uncertainty_score":0.08870721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415198455226388,"score_gpt":0.5049754608543896,"score_spread":0.3634556153317509,"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."}}