{"id":"W4398175263","doi":"10.1002/tl.20598","title":"The application of UDL and SoTL to health care education","year":2024,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Universal Design for Learning; Health care; Scholarship; Context (archaeology); Special education; Scholarship of Teaching and Learning; Higher education; Pedagogy; Sociology; Medicine; Medical education; Teaching method; Teaching and learning center; Political science; Geography","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":[0.0167848,0.000337823,0.0004895843,0.003083081,0.003100236,0.0114285,0.001407948,0.002314464,0.004093581],"category_scores_gemma":[0.01912086,0.0003358918,0.0006159006,0.001942754,0.03475681,0.007269464,0.01176254,0.004263027,0.0005303738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008042073,"about_ca_system_score_gemma":0.007158752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245371,"about_ca_topic_score_gemma":0.002479312,"domain_scores_codex":[0.9801812,0.01588872,0.0007257484,0.0006896746,0.001903588,0.0006111173],"domain_scores_gemma":[0.9784058,0.01641675,0.0008800534,0.002188626,0.001381693,0.0007271427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008677524,0.00003082672,0.0004253694,0.0002840824,0.000003601716,0.0000539598,0.01073998,0.0002673675,0.000116652,0.9359973,0.001220137,0.05085199],"study_design_scores_gemma":[0.00002414579,0.0001031586,0.0006855483,0.001732388,0.00001130124,0.0002490149,0.01695094,0.002202495,0.0009496375,0.7232773,0.2537817,0.00003244359],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04661955,0.03290643,0.393301,0.0926906,0.001874584,0.0004014349,0.000101224,0.0006220069,0.4314832],"genre_scores_gemma":[0.8660391,0.008736292,0.1063489,0.006216839,0.0003367525,0.0005105122,0.00004812254,0.0001327619,0.0116307],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0167848,"threshold_uncertainty_score":0.08876759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008730895393945785,"score_gpt":0.3716144341737602,"score_spread":0.3628835387798144,"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."}}