{"id":"W2888142161","doi":"10.36834/cmej.42981","title":"Duoethnography as a dialogic and collaborative form of curriculum inquiry for resident professionalism and self-care education","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Brock University","funders":"","keywords":"Dialogic; Curriculum; Transformative learning; Medical education; Medicine; Identity (music); Diversity (politics); Reflexivity; Psychological resilience; Professional boundaries; Interprofessional education; Professional development; Health care; Nursing; Pedagogy; Psychology; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000811842,0.0001438987,0.0002378381,0.0007214311,0.0004306923,0.00004152284,0.0001151241,0.0002748293,0.001279799],"category_scores_gemma":[0.01234311,0.0001213977,0.00004280235,0.0007552609,0.0005573732,0.0001766472,0.00001768251,0.0004259639,0.000004858287],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003434126,"about_ca_system_score_gemma":0.05891587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116324,"about_ca_topic_score_gemma":0.001289525,"domain_scores_codex":[0.9983262,0.00008116518,0.0005252674,0.0002325816,0.0005602856,0.000274525],"domain_scores_gemma":[0.9943542,0.00006227419,0.0002630482,0.0001685144,0.003292932,0.001859059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008473452,0.0008649124,0.02197862,0.000674547,0.0001355276,0.000005006583,0.09107822,2.921252e-8,0.00004872429,0.0203776,0.4999337,0.3648183],"study_design_scores_gemma":[0.002507575,0.001579318,0.08801594,0.002677654,0.0003191294,0.001466121,0.2291849,0.0001288443,0.0001703998,0.01944724,0.6540718,0.0004310567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456359,0.003121906,0.00009448892,0.04468292,0.004124008,0.0009648029,0.000007378779,0.00001605204,0.001352581],"genre_scores_gemma":[0.9580073,0.0004840667,0.01220636,0.02553108,0.003158986,0.0002356348,0.0001240233,0.00002566348,0.000226823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3643872,"threshold_uncertainty_score":0.9996332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441153515108265,"score_gpt":0.3745337065001859,"score_spread":0.3601221713491032,"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."}}