{"id":"W4206284268","doi":"10.1111/medu.14726","title":"Patient involvement in assessment of postgraduate medical learners: A scoping review","year":2022,"lang":"en","type":"review","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Inclusion (mineral); Specialty; MEDLINE; Medical education; General partnership; Comprehension; Psychology; Health care; Medicine; Family medicine; Social psychology","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":[0.03338921,0.001170614,0.004751428,0.01997707,0.001465105,0.004967581,0.002372973,0.004309138,0.002920709],"category_scores_gemma":[0.142492,0.001242333,0.004734848,0.0224773,0.001932972,0.005008445,0.003042833,0.00202139,0.0004376754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004365624,"about_ca_system_score_gemma":0.01817386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005247171,"about_ca_topic_score_gemma":0.01271385,"domain_scores_codex":[0.9626253,0.01328774,0.01514186,0.001671584,0.006678124,0.0005953688],"domain_scores_gemma":[0.7734485,0.1950595,0.01817068,0.002231339,0.01025527,0.0008346669],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001391409,0.00005215839,0.002886047,0.832943,0.001856733,0.0003069581,0.003330818,0.0001500368,0.0002406188,0.0007479186,0.003221464,0.154125],"study_design_scores_gemma":[0.00001762941,0.00005940333,0.002564059,0.9778015,0.003382689,0.0003403686,0.001280299,0.00004446902,0.0001015847,0.0002206264,0.01417253,0.00001483789],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002764577,0.993574,0.0004084073,0.001034352,0.0002421474,0.0006384959,0.0002911211,0.000008082387,0.001038764],"genre_scores_gemma":[0.02183736,0.9742434,0.001210455,0.0007798648,0.0001260312,0.001315795,0.000316322,0.000007913146,0.0001628356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9666108,"threshold_uncertainty_score":0.1765811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07179295522206242,"score_gpt":0.4882197170243286,"score_spread":0.4164267618022662,"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."}}