{"id":"W1547241085","doi":"10.1002/9781444320282.ch2","title":"Teaching and Learning in Medical Education: How Theory can Inform Practice","year":2010,"lang":"en","type":"other","venue":"","topic":"Innovations in Medical Education","field":"Medicine","cited_by":289,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mathematics education; Medical education; Practice theory; Computer science; Data science; Psychology; Sociology; Medicine; Social 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":[0.02090644,0.0008580323,0.001246108,0.004334497,0.004057813,0.01671723,0.002210371,0.005283865,0.01172778],"category_scores_gemma":[0.01854078,0.000620161,0.0006872434,0.0039624,0.02954433,0.01655357,0.006743754,0.007310812,0.001781668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01019758,"about_ca_system_score_gemma":0.01670337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004010278,"about_ca_topic_score_gemma":0.006340291,"domain_scores_codex":[0.9864506,0.009862054,0.0005395105,0.0006789101,0.002068637,0.0004003821],"domain_scores_gemma":[0.9658219,0.02999376,0.0005782156,0.001292357,0.001352937,0.0009608355],"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":[0.000008279652,0.0001169035,0.0003623963,0.0007490833,0.000009401888,0.00006957245,0.01176915,0.0005710474,0.00005877918,0.8894127,0.01416168,0.082711],"study_design_scores_gemma":[0.0000131141,0.00003118487,0.0004486741,0.002624998,0.00000950499,0.00008485694,0.0134097,0.0007536595,0.0001276815,0.8263442,0.1561296,0.00002287438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009222539,0.1011489,0.1412847,0.2858706,0.006224384,0.0006634702,0.0002331826,0.0003670728,0.454985],"genre_scores_gemma":[0.4761833,0.1180239,0.3019872,0.02934938,0.003853569,0.002463529,0.0004221156,0.0003633868,0.0673536],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02090644,"threshold_uncertainty_score":0.1105651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006983971174201744,"score_gpt":0.3488985861047412,"score_spread":0.3419146149305395,"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."}}