{"id":"W3129091840","doi":"10.1111/medu.14464","title":"Invoking culture in medical education research: A critical review and metaphor analysis","year":2021,"lang":"en","type":"review","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Metaphor; Agency (philosophy); Sociology; Critical discourse analysis; Field (mathematics); Organizational culture; Epistemology; Pedagogy; Social science; Ideology; Public relations; Linguistics; Law; Political science; Politics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06028723,0.002010379,0.004127636,0.04552031,0.003765628,0.008473361,0.003720411,0.005145622,0.002713477],"category_scores_gemma":[0.1855535,0.001364072,0.004332183,0.03097984,0.008704972,0.01287101,0.005073089,0.004419941,0.0006214592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01658313,"about_ca_system_score_gemma":0.02854083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004852165,"about_ca_topic_score_gemma":0.009605264,"domain_scores_codex":[0.9378726,0.03975488,0.01125848,0.002184453,0.007906073,0.001023587],"domain_scores_gemma":[0.6810185,0.2725577,0.01469155,0.003179883,0.02754407,0.001008247],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002741694,0.00007383472,0.001028713,0.6329667,0.001408961,0.001602948,0.04713063,0.0004643411,0.0009407427,0.03643881,0.03208083,0.2455893],"study_design_scores_gemma":[0.00005088107,0.0001168859,0.001169724,0.7890588,0.001923262,0.001148035,0.02519393,0.0002220058,0.0004992058,0.01138695,0.1691238,0.0001065814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001359904,0.9835117,0.002432344,0.008545662,0.002044318,0.0007686817,0.00008196937,0.00001558667,0.001239858],"genre_scores_gemma":[0.02493373,0.9563566,0.007867831,0.006432671,0.001100381,0.002747962,0.0001076418,0.00002460914,0.0004285344],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9397128,"threshold_uncertainty_score":0.3188331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1243756438345252,"score_gpt":0.5623545212177485,"score_spread":0.4379788773832233,"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."}}