{"id":"W4380758257","doi":"10.1016/j.jclinepi.2023.06.009","title":"A scoping review establishes need for consensus guidance on reporting health equity in observational studies","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Canadian Agency for Drugs and Technologies in Health; St. Joseph’s Healthcare Hamilton; London Health Sciences Centre; Ottawa Hospital; Carleton University; Queen's University; International Development Research Centre; Impact; Canadian Association of Emergency Physicians; Public Health Ontario; Dalhousie University; Royal College of Physicians and Surgeons of Canada; University of Toronto; Centre for Global Health Research; Cochrane; Ottawa Public Health; University of Ottawa; Canadian Council on Animal Care; Bruyère; McMaster University","funders":"Canadian Institutes of Health Research; World Health Organization","keywords":"Observational study; Equity (law); MEDLINE; Medicine; Actuarial science; Business; Political science; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6498553,0.0004337519,0.02214895,0.000412357,0.000166675,0.00003712618,0.001384899,0.0004618214,0.00002476329],"category_scores_gemma":[0.9622195,0.0002460921,0.003637308,0.001073711,0.0003754799,0.0001130416,0.0003917085,0.001769564,0.00003332535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004092932,"about_ca_system_score_gemma":0.004948128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001081018,"about_ca_topic_score_gemma":0.00009378979,"domain_scores_codex":[0.8314874,0.04533164,0.1171322,0.001784842,0.003019098,0.001244805],"domain_scores_gemma":[0.08131704,0.7706141,0.14267,0.001381395,0.003517926,0.0004994889],"domain_codex":null,"domain_gemma":"methods","domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005799348,0.0001306095,0.003552148,0.08411906,0.0002250719,0.00002707312,0.00001189926,0.0001632281,4.420738e-9,0.0009605334,0.1107732,0.7999792],"study_design_scores_gemma":[0.0003344443,0.0007391296,0.00106344,0.6029842,0.000149867,0.00003303307,0.00004070553,0.00003208102,5.761889e-9,0.0476238,0.3468225,0.0001767701],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002256905,0.957156,0.0004614724,0.03631184,0.003689884,0.002263058,0.00001962198,0.00001121975,0.0000643095],"genre_scores_gemma":[0.00000132194,0.9798651,0.009043956,0.009764679,0.001080426,0.0001044808,0.000006332185,0.00002041994,0.0001133041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7998024,"threshold_uncertainty_score":0.9999991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9823343326318191,"score_gpt":0.7855852011404475,"score_spread":0.1967491314913716,"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."}}