{"id":"W3200950115","doi":"10.1093/clinchem/hvab164","title":"Use of Racial and Ethnic Categories in Medical Testing and Diagnosis: Primum Non Nocere","year":2021,"lang":"en","type":"review","venue":"Clinical Chemistry","topic":"Race, Genetics, and Society","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Primum non nocere; Ethnic group; Medicine; Intensive care medicine; Sociology; Anthropology","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":[],"consensus_categories":[],"category_scores_codex":[0.02038706,0.0003154126,0.0007553059,0.002500264,0.003527107,0.002841391,0.001456695,0.002249612,0.003523407],"category_scores_gemma":[0.05620408,0.0003208368,0.0003995635,0.002521509,0.009749874,0.005151968,0.005174043,0.005128058,0.0007196927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003174433,"about_ca_system_score_gemma":0.003944682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009588101,"about_ca_topic_score_gemma":0.01117267,"domain_scores_codex":[0.9809693,0.01215779,0.001687998,0.001600785,0.003046957,0.0005371156],"domain_scores_gemma":[0.9760737,0.01621559,0.003364529,0.001071295,0.002267616,0.00100723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001356248,0.0000583887,0.04821523,0.002594068,0.00007780806,0.002391943,0.05696293,0.0001166064,0.0004256175,0.3115726,0.1213702,0.4560789],"study_design_scores_gemma":[0.00002433957,0.00009841098,0.03774458,0.02666314,0.0001406286,0.01541264,0.0315473,0.000546174,0.0006355039,0.1394803,0.7475727,0.0001342781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.05559539,0.2898817,0.01560074,0.5579444,0.01645422,0.0002039461,0.0004291181,0.00007407629,0.06381641],"genre_scores_gemma":[0.6793973,0.1450641,0.01895576,0.1399479,0.009474844,0.0006596084,0.0005018821,0.0001495405,0.005849168],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02038706,"threshold_uncertainty_score":0.1078183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335039710779663,"score_gpt":0.4222175510691931,"score_spread":0.2887135799912268,"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."}}