{"id":"W2789443296","doi":"","title":"The use of Entrustable Professional Activities in Memorial University's Phase 4 (clerkship) curriculum","year":2017,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Curriculum; Phase (matter); Medical education; Psychology; Medicine; Chemistry; 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":[],"consensus_categories":[],"category_scores_codex":[0.001233664,0.0001125556,0.0003682694,0.0003853228,0.0009371187,0.0001234024,0.002164851,0.00006375142,0.00009241291],"category_scores_gemma":[0.0002151822,0.00008168654,0.0004286853,0.0005208731,0.0003804224,0.001063856,0.0003453026,0.0003623932,0.000002103332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001964424,"about_ca_system_score_gemma":0.0003333487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00500267,"about_ca_topic_score_gemma":0.009620206,"domain_scores_codex":[0.9982904,0.0006109668,0.0003349359,0.0001323643,0.0004410364,0.0001902626],"domain_scores_gemma":[0.9968789,0.0005480173,0.001556039,0.0006067902,0.0003352402,0.00007501828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01350178,0.009706369,0.5579097,0.0002239981,0.01819297,0.0004835048,0.05681052,0.1634551,0.004671697,0.116023,0.0284393,0.03058206],"study_design_scores_gemma":[0.02308019,0.00148195,0.4086696,0.0006145206,0.006164556,0.0000926631,0.04938317,0.4068635,0.00008471143,0.002767076,0.0998102,0.0009878618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712244,0.00002947981,0.02438035,0.002151775,0.001894063,0.00009175363,0.00001069155,0.000006790627,0.0002106542],"genre_scores_gemma":[0.9948709,0.000160627,0.0007883204,0.000006782506,0.0001655261,2.364291e-8,0.000002846285,0.00000337312,0.004001608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2434084,"threshold_uncertainty_score":0.7562574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559382156406036,"score_gpt":0.2824760802822137,"score_spread":0.2568822587181533,"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."}}