{"id":"W2767030515","doi":"10.1097/ccm.0000000000002776","title":"Racial and Geographic Disparities in Interhospital ICU Transfers*","year":2017,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Biomedical Imaging and Bioengineering","keywords":"Medicine; Odds ratio; Odds; Mechanical ventilation; Retrospective cohort study; Emergency medicine; Sepsis; Internal medicine; Logistic regression","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":[0.0001206645,0.0001821942,0.0004762618,0.0001309537,0.0002645897,0.00002085704,0.0001076237,0.00009627458,0.0001427412],"category_scores_gemma":[0.001248203,0.0001369366,0.00007516347,0.00005275668,0.001806939,0.0001103281,0.00005679368,0.000294436,0.000004088557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002396589,"about_ca_system_score_gemma":0.00002193745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007956674,"about_ca_topic_score_gemma":0.0008818877,"domain_scores_codex":[0.998806,0.00002091277,0.0002697922,0.0003023595,0.0002592451,0.0003416855],"domain_scores_gemma":[0.999208,0.00009454968,0.00001410781,0.0003088518,0.0001625887,0.0002119559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002487172,0.00007645111,0.9117427,0.001127285,0.0000445482,0.0005369405,0.007798192,2.41284e-8,0.000279073,0.01106922,0.0006576634,0.06641912],"study_design_scores_gemma":[0.002201424,0.001473565,0.9828706,0.0006134154,0.0001899112,0.0000386116,0.009938391,0.000005088217,0.00007811453,0.0009004884,0.001525374,0.0001649629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324126,0.008661442,0.00005422224,0.03197327,0.001038277,0.0002048674,0.00001518898,0.00004538396,0.0255948],"genre_scores_gemma":[0.9982843,0.0005458101,0.00003927617,0.0004604744,0.0005573819,0.0000259185,0.00001264754,0.00001603952,0.00005818849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07112789,"threshold_uncertainty_score":0.6657742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581915046300309,"score_gpt":0.3513471818606431,"score_spread":0.32552803139764,"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."}}