{"id":"W4405522913","doi":"10.1186/s41077-024-00320-4","title":"PEARLS debriefing for social justice and equity: integrating health advocacy in simulation-based education","year":2024,"lang":"en","type":"article","venue":"Advances in Simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; University of Toronto; Alberta Children's Hospital; McGill University; University of Calgary; McGill University Health Centre","funders":"Faculty of Medicine and Health, University of Sydney; McGill University","keywords":"Debriefing; Health equity; Health care; Public relations; Social determinants of health; Accountability; Equity (law); Critical consciousness; Sociology; Psychology; Medicine; Engineering ethics; Nursing; Medical education; Public health; Pedagogy; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.04926559,0.00177885,0.0007427492,0.002329162,0.001987038,0.005712247,0.003648608,0.002667899,0.01237432],"category_scores_gemma":[0.1575061,0.0007226329,0.00181778,0.000881607,0.003298001,0.006042583,0.00955864,0.004650819,0.003316986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00304106,"about_ca_system_score_gemma":0.009155571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222724,"about_ca_topic_score_gemma":0.002188223,"domain_scores_codex":[0.9487289,0.04075294,0.003609268,0.001213298,0.004634564,0.001060892],"domain_scores_gemma":[0.8908195,0.07938638,0.005322005,0.008046463,0.01108881,0.00533683],"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":[0.001403083,0.002747717,0.007971704,0.003891797,0.0001860584,0.0009222457,0.08736046,0.01794586,0.01362292,0.03688278,0.04742632,0.7796392],"study_design_scores_gemma":[0.001433126,0.004306759,0.009819803,0.01309219,0.0003470618,0.002651569,0.05431465,0.08321154,0.03561844,0.1704133,0.6231329,0.001658669],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06667207,0.000499897,0.8665645,0.01291183,0.001159875,0.009036682,0.0009160467,0.007045723,0.03519347],"genre_scores_gemma":[0.1466404,0.0008490201,0.8319125,0.001804205,0.0001641629,0.009654039,0.0007204148,0.0005134745,0.007741836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04926559,"threshold_uncertainty_score":0.2605445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06363884583769057,"score_gpt":0.5059174783393037,"score_spread":0.4422786325016131,"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."}}