{"id":"W4408880194","doi":"10.1016/j.jclinepi.2025.111777","title":"Seven principles for integrating health equity considerations in the practice guideline enterprise","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada; Western University; Centre for Global Health Research; Impact; McMaster University; University of Ottawa; Cochrane; Bruyère","funders":"Public Health Agency of Canada","keywords":"Guideline; Equity (law); Business; Medicine; Management science; Actuarial science; Political science; Economics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1231431,0.001145032,0.001748583,0.005395573,0.0125101,0.02795024,0.006235773,0.0254707,0.00518659],"category_scores_gemma":[0.1175378,0.002075932,0.002426081,0.002998175,0.05816177,0.01764823,0.01309081,0.03221097,0.001483136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01213308,"about_ca_system_score_gemma":0.05288136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01633985,"about_ca_topic_score_gemma":0.02321217,"domain_scores_codex":[0.9094338,0.04628402,0.007745354,0.003770417,0.02643786,0.006328426],"domain_scores_gemma":[0.8726102,0.07171129,0.005044255,0.01130754,0.02672124,0.01260538],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001404766,0.00009407211,0.0006680188,0.00009294404,0.00003016697,0.00007777594,0.0029384,0.0004094689,0.00009192728,0.9741178,0.00987497,0.01159043],"study_design_scores_gemma":[0.00006549849,0.00003286534,0.0007521799,0.000558696,0.00003318011,0.00009244055,0.00209872,0.001126171,0.0003008451,0.9596773,0.03521017,0.00005198695],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01099801,0.001928302,0.3489206,0.4879885,0.002236869,0.001654523,0.0002376062,0.0004958587,0.1455398],"genre_scores_gemma":[0.2655827,0.001176783,0.6722296,0.04324582,0.001383264,0.002524756,0.0001533639,0.0002234875,0.01348019],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8768569,"threshold_uncertainty_score":0.6512507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9007054767796374,"score_gpt":0.8221216698081616,"score_spread":0.07858380697147582,"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."}}