{"id":"W2012949327","doi":"10.1542/peds.113.5.1394","title":"The Misuse of Race in Medical Diagnosis","year":2004,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; White (mutation); Sister; Race (biology); Family medicine; Gerontology; Pediatrics; Gender studies; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001953574,0.00003080769,0.00006823314,0.00005368964,0.0002482106,0.00003106038,0.0003605494,0.00008476425,0.000102049],"category_scores_gemma":[0.005182689,0.00002292488,0.00003640397,0.0006812426,0.0002623662,0.00007296622,0.00005809656,0.0001683127,0.00005405692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006851028,"about_ca_system_score_gemma":0.0005773656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01511543,"about_ca_topic_score_gemma":0.04034003,"domain_scores_codex":[0.9985141,0.0001107493,0.0001497513,0.00007505831,0.0009100041,0.0002403292],"domain_scores_gemma":[0.9990684,0.0006414275,0.00003431821,0.00008473535,0.00006882751,0.0001022573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003474374,0.0004435515,0.8008094,0.00006109571,0.000008084507,0.00007923845,0.02931525,0.00006343309,0.0000037892,0.09426925,0.01703546,0.05787669],"study_design_scores_gemma":[0.00307048,0.0001846049,0.2593732,0.00007688713,0.00004901248,0.000002381287,0.02103808,0.00004239695,0.0002934666,0.1555027,0.5597759,0.0005908302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554619,0.00289722,0.00002824711,0.02754223,0.0004028928,0.0001584463,0.00000194572,0.00001698374,0.01349009],"genre_scores_gemma":[0.9700149,0.0284636,0.00002791193,0.00005565249,0.0005509825,0.00001665485,3.233856e-7,0.000003396634,0.0008666096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5427405,"threshold_uncertainty_score":0.991443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741598993501379,"score_gpt":0.4026935836366295,"score_spread":0.3652775937016158,"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."}}