{"id":"W2164299373","doi":"","title":"Narrative means to professional ends: new strategies for teaching CanMEDS roles in Canadian medical schools.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Innovations in Medical Education","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Reflective writing; Session (web analytics); Context (archaeology); Reflection (computer programming); Narrative; Reflective practice; Medical education; GRASP; Narrative medicine; Critical thinking; Pedagogy; Psychology; Mathematics education; Medicine; Computer 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":[0.008040867,0.0006735406,0.0001938568,0.001707898,0.006805439,0.003746182,0.002463867,0.001196168,0.0112363],"category_scores_gemma":[0.01577464,0.000371711,0.0005012627,0.0008802733,0.004400564,0.003125392,0.00605369,0.002002394,0.001706117],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00910434,"about_ca_system_score_gemma":0.0269884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05066664,"about_ca_topic_score_gemma":0.25717,"domain_scores_codex":[0.9953707,0.002888316,0.0001147627,0.0002513641,0.001001354,0.0003734863],"domain_scores_gemma":[0.9932973,0.00244854,0.0005836333,0.0004854265,0.0008488479,0.002336202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001643406,0.0004878749,0.004942638,0.001199332,0.00001549969,0.001068743,0.2811851,0.0003918456,0.002748786,0.02138263,0.064767,0.6216462],"study_design_scores_gemma":[0.0001326394,0.0003365419,0.01051039,0.001556445,0.00005232328,0.002102896,0.1730905,0.001561409,0.002953995,0.01691188,0.7906558,0.0001352833],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3729378,0.01123692,0.1790767,0.08104882,0.004074515,0.0040879,0.0004316485,0.002050854,0.3450549],"genre_scores_gemma":[0.6294937,0.006126195,0.2786075,0.003520992,0.0003296458,0.001687882,0.0002606965,0.0002471916,0.07972618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9908957,"threshold_uncertainty_score":0.1007434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413672685092454,"score_gpt":0.3401542143135855,"score_spread":0.316017487462661,"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."}}