{"id":"W4379094681","doi":"10.1111/medu.15143","title":"Power/knowledge: A sociomaterial perspective on a new accreditation process during COVID‐19","year":2023,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; The Wilson Centre; Women's College Hospital; University of Toronto; University Health Network","funders":"China Academy of Chinese Medical Sciences; University of Toronto","keywords":"Accreditation; Medical education; Graduate medical education; Coronavirus disease 2019 (COVID-19); Health care; Power (physics); Certification and Accreditation; Process (computing); Curriculum; Medicine; Political science; Public relations; Sociology; Psychology; Pedagogy; Computer science; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02593724,0.0008992018,0.0006642643,0.003984538,0.04040083,0.02159512,0.003930268,0.006086169,0.004544321],"category_scores_gemma":[0.0283952,0.001056074,0.0007814383,0.002243036,0.1081245,0.02080791,0.02093597,0.01081673,0.0004267795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02146793,"about_ca_system_score_gemma":0.01795669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03642068,"about_ca_topic_score_gemma":0.04317814,"domain_scores_codex":[0.9625576,0.02900706,0.0005762069,0.001365078,0.003194997,0.003299003],"domain_scores_gemma":[0.9559201,0.03248275,0.0029611,0.001504075,0.003257875,0.003874178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006219105,0.00001640832,0.0006641615,0.00002509739,0.000001874742,0.0005718552,0.9846298,0.00004099418,0.0001435861,0.01217529,0.0002719804,0.001452658],"study_design_scores_gemma":[0.000002058501,0.00002017417,0.0007570903,0.00008575398,0.000002540339,0.0002245228,0.9799609,0.0001055989,0.0001231257,0.003504986,0.01519844,0.00001488116],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8282962,0.001393515,0.0183343,0.05837035,0.0005367315,0.0002967188,0.0001283557,0.00008359611,0.09256028],"genre_scores_gemma":[0.9922513,0.00038154,0.00187659,0.001555324,0.00007485091,0.00006266004,0.00003219184,0.00006603453,0.003699556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9595991,"threshold_uncertainty_score":0.1557615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772507678882644,"score_gpt":0.4249987202734133,"score_spread":0.4072736434845868,"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."}}