{"id":"W4280531442","doi":"10.1007/s11606-022-07525-1","title":"Race and Ethnicity and the Utilization of Security Responses in a Hospital Setting","year":2022,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"Rappaport Foundation; Brigham and Women's Hospital","keywords":"Medicine; Odds ratio; Ethnic group; Confidence interval; Odds; Demography; Logistic regression; Retrospective cohort study; Incidence (geometry); Internal medicine","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":[0.003293886,0.00006963226,0.0002917605,0.0001828334,0.00006197274,0.000004737994,0.0001347364,0.00003709326,0.0001436073],"category_scores_gemma":[0.001151304,0.0000399817,0.00003531169,0.000132588,0.0002243914,0.00003211891,0.00007919313,0.0005638629,1.628461e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003466743,"about_ca_system_score_gemma":0.00003886623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008228457,"about_ca_topic_score_gemma":0.00003044902,"domain_scores_codex":[0.997988,0.0009002652,0.0005916049,0.00009882581,0.0003095145,0.0001118144],"domain_scores_gemma":[0.9985264,0.000759983,0.0004638692,0.00008784205,0.00009758721,0.0000643025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.03435729,0.001071369,0.1406349,0.0002141036,0.0006324638,0.00887882,0.3946938,0.0002200045,0.00545531,0.005287274,0.02516196,0.3833927],"study_design_scores_gemma":[0.02208766,0.009703673,0.8410666,0.001625289,0.0001364608,0.01887577,0.07001085,0.004402353,0.0002469389,0.01621703,0.01531512,0.0003122526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782872,0.004340606,0.000156223,0.01585192,0.0009180191,0.0000888431,0.000004508241,0.000001981586,0.0003507245],"genre_scores_gemma":[0.9986013,0.0002778951,0.00008121974,0.0004454907,0.000286593,0.000002071491,3.702043e-7,0.000005791799,0.0002993114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7004318,"threshold_uncertainty_score":0.2449735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04260373861772317,"score_gpt":0.4135443582952619,"score_spread":0.3709406196775388,"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."}}