{"id":"W3019170409","doi":"10.1287/mnsc.2020.3698","title":"The Role of Decision Support Systems in Attenuating Racial Biases in Healthcare Delivery","year":2020,"lang":"en","type":"article","venue":"Management Science","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Health care; Healthcare delivery; Outgroup; Healthcare system; Psychology; Clinical decision support system; Medicine; Social psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002383103,0.0000823228,0.0002038168,0.0003427046,0.0001532773,0.00007984684,0.0005425475,0.00002344524,0.000008145355],"category_scores_gemma":[0.0002937297,0.00007864511,0.00002980099,0.001246952,0.0001048158,0.0002293364,0.000313124,0.0000913285,0.00007637041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551679,"about_ca_system_score_gemma":0.00003130736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006614933,"about_ca_topic_score_gemma":0.000849375,"domain_scores_codex":[0.9983176,0.000024406,0.0007117233,0.0003839245,0.0001334006,0.0004289308],"domain_scores_gemma":[0.9993269,0.00009563175,0.0002236695,0.0002424989,0.00002016953,0.00009110207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003678419,0.00005075211,0.1099487,0.0001824794,0.000006273775,0.00002315536,0.001839113,0.003937827,0.00001332402,0.7687969,0.0001958613,0.1149689],"study_design_scores_gemma":[0.001785122,0.0004334077,0.3834598,0.0004565478,0.000005935256,0.000001652365,0.0106151,0.2811141,0.000127511,0.03478228,0.2865246,0.0006939842],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377523,0.004047235,0.00105445,0.02504096,0.0007685909,0.001611041,0.0000438374,0.00004209409,0.02963946],"genre_scores_gemma":[0.9983019,0.000444669,0.0002484867,0.0008909757,0.0000306129,0.00003752374,0.000001246543,0.000005619638,0.00003900291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7340146,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0731481737128643,"score_gpt":0.2963997398667138,"score_spread":0.2232515661538494,"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."}}