{"id":"W3217271045","doi":"10.1161/circ.144.suppl_1.9988","title":"Abstract 9988: Racial/Ethnic Disparities in the Patients Undergoing Heart Transplantation: Insights from National Inpatient Sample 2016-2018","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Ethnic group; Heart transplantation; Sample (material); Transplantation; Gerontology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008427407,0.0001454799,0.0002098171,0.001106875,0.0002934668,0.0004529152,0.0003230722,0.0001682369,0.001904577],"category_scores_gemma":[0.002519381,0.0001091647,0.0003225306,0.001839137,0.0001305846,0.0003779046,0.0007916854,0.0003453948,0.0003534089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004214604,"about_ca_system_score_gemma":0.0007325466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01258183,"about_ca_topic_score_gemma":0.01961241,"domain_scores_codex":[0.999379,0.0001413291,0.0001354554,0.00007542182,0.000154134,0.000114594],"domain_scores_gemma":[0.9984176,0.000123764,0.000946946,0.00007561186,0.0002627436,0.0001733002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002326989,0.000025902,0.9960912,0.00002989604,0.00002785645,0.00001729752,0.0001039872,0.0000203974,0.00005383294,0.00003942718,0.001235953,0.002330892],"study_design_scores_gemma":[0.000001782751,0.000008900809,0.9990721,0.00002175847,0.00001171817,0.00004301436,0.0001938083,0.00006332518,0.00002887569,0.00001917539,0.000534179,0.000001443553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825732,0.0005785709,0.0002284651,0.0005634637,0.00002843873,0.00004151843,0.01388537,0.000009034909,0.002091992],"genre_scores_gemma":[0.9880862,0.0005060069,0.000278395,0.0002440567,0.0000573676,0.00008988169,0.01035249,0.000006166363,0.0003793525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01258183,"threshold_uncertainty_score":0.0250172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05243063872734643,"score_gpt":0.3221960067813274,"score_spread":0.2697653680539809,"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."}}