{"id":"W1988641458","doi":"10.1111/medu.12543","title":"Toward a common understanding: supporting and promoting education scholarship for medical school faculty","year":2014,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Network for Innovation in Education; University of Toronto; Western University; St. Michael's Hospital; University of Calgary; Memorial University of Newfoundland; Royal College of Physicians and Surgeons of Canada; Université de Sherbrooke; Queen's University","funders":"","keywords":"Scholarship; Medical education; Medical school; MEDLINE; Pedagogy; Psychology; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.1694216,0.001214316,0.001543637,0.01125877,0.0400687,0.04128037,0.007109766,0.01300223,0.002516871],"category_scores_gemma":[0.1736392,0.001384112,0.001606762,0.006920869,0.06517695,0.02806508,0.04520155,0.02012318,0.0008245992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06425458,"about_ca_system_score_gemma":0.2826696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1016005,"about_ca_topic_score_gemma":0.1134725,"domain_scores_codex":[0.8248259,0.112035,0.008866203,0.005903813,0.03356012,0.01480888],"domain_scores_gemma":[0.8056774,0.08973676,0.01884469,0.0134093,0.02911627,0.0432156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003596713,0.0001808442,0.01039012,0.001030738,0.0000511314,0.0006823394,0.766466,0.0004143789,0.0007673036,0.09689974,0.01581662,0.107265],"study_design_scores_gemma":[0.00003986931,0.0001575386,0.01032089,0.004993914,0.00006746537,0.0004655732,0.6388268,0.0008217499,0.000762846,0.1025014,0.240896,0.0001459733],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1519371,0.01253656,0.04348072,0.7005273,0.002106075,0.001168182,0.0001091351,0.0004459661,0.08768898],"genre_scores_gemma":[0.9072644,0.00554194,0.05718388,0.02398283,0.0006796089,0.0005565809,0.0001265705,0.0001456102,0.004518612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1694216,"threshold_uncertainty_score":0.895998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06335133408208303,"score_gpt":0.4228624995689667,"score_spread":0.3595111654868837,"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."}}