{"id":"W4281772871","doi":"10.1097/tp.0000000000004185","title":"Disparities in the Use of Older Donation After Circulatory Death Liver Allografts in the United States Versus the United Kingdom","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"National Institute for Health and Care Research","keywords":"Medicine; Donation; Demography; Kingdom; Organ donation; Liver transplantation; United Network for Organ Sharing; Transplantation; Surgery","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":[0.0004598433,0.0001167441,0.0001239529,0.0003449497,0.0001087884,0.00002668433,0.0001530663,0.00004351106,0.00008617505],"category_scores_gemma":[0.00001025506,0.00006685263,0.00005868306,0.0007330385,0.00006876998,0.0001150337,0.000005363024,0.0003015255,8.960152e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004875373,"about_ca_system_score_gemma":0.00002615708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005038455,"about_ca_topic_score_gemma":0.0008490536,"domain_scores_codex":[0.9985746,0.0004333585,0.0002858142,0.0001315295,0.0004262126,0.0001485367],"domain_scores_gemma":[0.9989414,0.0007366933,0.00007307169,0.0001907187,0.00004388392,0.00001420281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00615371,0.0006662166,0.8552141,0.00126942,0.0001261155,0.0005111018,0.1141761,0.009155476,0.0004231854,0.01159202,0.0003902259,0.0003222541],"study_design_scores_gemma":[0.002380562,0.0001375375,0.9920669,0.00007093178,0.0002237217,0.00004864443,0.001495073,0.001503575,0.0002876989,0.000087715,0.001604829,0.00009283621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964117,0.00006354488,0.0008531409,0.001762249,0.00006178131,0.0006848222,0.0001065074,0.0000314164,0.0000248635],"genre_scores_gemma":[0.9944259,0.001122787,0.00009733077,0.002612358,0.00001400524,0.0001689652,0.00153122,0.00001331263,0.00001410813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1368527,"threshold_uncertainty_score":0.7616671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07341872940079344,"score_gpt":0.294249142483361,"score_spread":0.2208304130825676,"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."}}