{"id":"W4408411984","doi":"10.1136/bmjqs-2024-018335","title":"Equity in action: a scoping review and meta-framework for embedding equity in quality improvement","year":2025,"lang":"en","type":"review","venue":"BMJ Quality & Safety","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; The Scarborough Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Centre for Addiction and Mental Health","funders":"","keywords":"CINAHL; Equity (law); PsycINFO; Medicine; Thematic analysis; MEDLINE; Health equity; Public relations; Nursing; Qualitative research; Political science; Sociology; Psychological intervention; Public health; Social science","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.1851964,0.004342017,0.012437,0.05716323,0.003515218,0.0144774,0.006855394,0.006615199,0.006234602],"category_scores_gemma":[0.2762544,0.00244373,0.02274567,0.03173052,0.005732059,0.01618097,0.0123251,0.006682271,0.0005533968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02903691,"about_ca_system_score_gemma":0.07952621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01619927,"about_ca_topic_score_gemma":0.02646771,"domain_scores_codex":[0.8799961,0.08023785,0.0233136,0.004142908,0.0103859,0.001923616],"domain_scores_gemma":[0.7802586,0.1872336,0.01224385,0.005364551,0.01343179,0.001467621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002772971,0.0000829321,0.001573421,0.7619444,0.01762195,0.0001998973,0.006161325,0.002331535,0.0001904458,0.03046718,0.004923521,0.1742261],"study_design_scores_gemma":[0.0001353352,0.0001265811,0.0007505435,0.9279116,0.02606499,0.0000981164,0.001691849,0.0006763772,0.0002193623,0.01526613,0.0270004,0.00005864767],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001177715,0.9690618,0.01171864,0.008318928,0.0008257249,0.005437384,0.000600554,0.00008401627,0.002775357],"genre_scores_gemma":[0.05843932,0.847133,0.06082275,0.005606454,0.0005080352,0.02573356,0.001094104,0.00006915139,0.0005936368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9931446,"threshold_uncertainty_score":0.9794237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9036227905111117,"score_gpt":0.8235094248234742,"score_spread":0.0801133656876375,"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."}}