{"id":"W3091786112","doi":"10.1136/bmjqs-2020-010887","title":"A realist synthesis of quality improvement curricula in undergraduate and postgraduate medical education: what works, for whom, and in what contexts?","year":2020,"lang":"en","type":"review","venue":"BMJ Quality & Safety","topic":"Innovations in Medical Education","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University; Foothills Medical Centre; University of Alberta; University of Calgary","funders":"","keywords":"Curriculum; Mentorship; Medical education; Medicine; Competence (human resources); Quality (philosophy); Experiential learning; Psychology; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008570908,0.0005203959,0.003124445,0.0003782627,0.00009356059,0.0002031633,0.0002515656,0.000630556,0.00002970578],"category_scores_gemma":[0.01641872,0.0004411345,0.0002717886,0.001086937,0.0005724752,0.0006441284,0.0001725521,0.0008721098,0.000002585112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000669174,"about_ca_system_score_gemma":0.004779937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008332324,"about_ca_topic_score_gemma":0.0005674502,"domain_scores_codex":[0.9921157,0.001120839,0.004490152,0.0009031342,0.0009665876,0.0004036346],"domain_scores_gemma":[0.9949011,0.002268489,0.001380112,0.0007135255,0.0004240716,0.0003126998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002223503,0.0005812608,0.0001362981,0.03696163,0.0001141861,0.000005845639,0.0004907007,4.135841e-8,5.154444e-7,0.005005758,0.0009899735,0.9554914],"study_design_scores_gemma":[0.003644658,0.0002703809,0.003008872,0.3893722,0.0010782,0.0001115655,0.01433079,0.00008894433,0.000005600064,0.004913732,0.5820329,0.001142236],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009722025,0.9104875,0.0002368707,0.08255072,0.0007366728,0.004898916,0.00004906009,0.00002702615,0.00004107333],"genre_scores_gemma":[0.001287417,0.9921077,0.001216132,0.002843114,0.0003237764,0.001400578,0.0007293633,0.00005257934,0.00003937183],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9543492,"threshold_uncertainty_score":0.999804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0620489883840132,"score_gpt":0.4622708932999497,"score_spread":0.4002219049159365,"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."}}