{"id":"W2324127136","doi":"10.1097/01.acm.0000479943.21563.6f","title":"Applying Kolb’s Learning Cycle to Competency-Based Residency Education","year":2016,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medical education; Learning cycle; Psychology; Residency training; Higher education; Medicine; Mathematics education; Continuing education; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008309116,0.0003498417,0.0001582064,0.001003197,0.001924645,0.003320106,0.0009534264,0.00137404,0.1088687],"category_scores_gemma":[0.003055801,0.000237822,0.0004122676,0.0005810565,0.001336113,0.001737933,0.002160789,0.001145641,0.02942459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002345233,"about_ca_system_score_gemma":0.0038597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01138876,"about_ca_topic_score_gemma":0.01398478,"domain_scores_codex":[0.9994654,0.0002240081,0.0000199602,0.00007029501,0.0001479626,0.00007225606],"domain_scores_gemma":[0.9987653,0.0003772427,0.00005072194,0.0001314253,0.0003969547,0.0002783034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001013501,0.0003050071,0.001898941,0.0001849908,0.000007713191,0.0004589197,0.003413882,0.002543355,0.001610443,0.4593101,0.1301394,0.400026],"study_design_scores_gemma":[0.0002142321,0.0003145548,0.006493799,0.0009889206,0.00001926007,0.001674969,0.007564535,0.02862869,0.005291246,0.1661152,0.7825992,0.00009544474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01431211,0.0001469323,0.1802433,0.008240099,0.001009106,0.0008780825,0.0003814335,0.00187599,0.7929129],"genre_scores_gemma":[0.2264702,0.0003738007,0.4784194,0.001962205,0.00005314165,0.0007459958,0.0003920178,0.000567521,0.2910158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1088687,"threshold_uncertainty_score":0.364202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0374206828076508,"score_gpt":0.4354245484165564,"score_spread":0.3980038656089056,"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."}}