{"id":"W4205192103","doi":"10.1016/s0140-6736(21)02759-8","title":"Racialised people in clinical guideline panels","year":2022,"lang":"en","type":"letter","venue":"The Lancet","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; Cochrane; Wellesley Institute; University of Toronto; University Health Network; St. Michael's Hospital; McMaster University; Women's College Hospital; Public Health Ontario","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; Physicians' Services Incorporated Foundation; Atkinson Foundation; Cancer Care Ontario; St. Michael's Hospital Foundation; George Cedric Metcalf Charitable Foundation; Public Health Agency of Canada; World Health Organization","keywords":"Guideline; Medicine; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006546038,0.0003478485,0.001778129,0.00009826737,0.0007389567,0.00001361046,0.001669125,0.001189659,0.01521147],"category_scores_gemma":[0.001167348,0.0002457821,0.000189396,0.0005109141,0.00009056613,0.00004309414,0.000701829,0.01210161,0.001568196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004252323,"about_ca_system_score_gemma":0.0006719597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003238746,"about_ca_topic_score_gemma":0.001430512,"domain_scores_codex":[0.9890484,0.005691293,0.002457307,0.0005643708,0.0006726541,0.001566028],"domain_scores_gemma":[0.9936917,0.003364878,0.0008895957,0.001841015,0.0001211002,0.00009174368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001758357,0.0000197962,0.01760164,0.0003061635,0.00001698548,0.0001088842,0.001309538,0.000008707347,1.010238e-7,0.000109049,0.9797524,0.0005908714],"study_design_scores_gemma":[0.001470735,0.00007161293,0.006947815,0.000337215,0.00002915553,0.000002499411,0.0006053411,0.00005495296,4.408187e-8,0.001629335,0.9886103,0.0002409751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002448392,0.0006453472,0.000009196716,0.9584681,0.005672502,0.001858835,0.0004058853,0.0002157462,0.03027594],"genre_scores_gemma":[0.0005773379,0.0008548874,0.0002915961,0.9243251,0.04728482,0.0005339025,0.001189284,0.00008934916,0.02485371],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04161232,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1802245523705512,"score_gpt":0.5177923909279587,"score_spread":0.3375678385574076,"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."}}