{"id":"W2931128465","doi":"10.1002/lt.25467","title":"Attitudes of Liver Transplant Candidates Toward Organs From Increased‐Risk Donors","year":2019,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Demographics; Organ transplantation; Organ donation; Likert scale; Internal medicine; Human immunodeficiency virus (HIV); Liver transplantation; Young adult; Family medicine; Transplantation; Demography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001266397,0.0002226634,0.0003559327,0.0001986411,0.00005161178,0.00001763552,0.0001039437,0.0001541503,0.001972772],"category_scores_gemma":[0.000005875064,0.0002040804,0.0001292817,0.0002188021,0.00005901434,0.0002719626,0.000003211645,0.0002048216,0.0003459529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000440952,"about_ca_system_score_gemma":0.00009201235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006907667,"about_ca_topic_score_gemma":0.001066776,"domain_scores_codex":[0.9985352,0.00009141137,0.0004084258,0.0003531185,0.0004080929,0.0002038037],"domain_scores_gemma":[0.9992027,0.0002011756,0.0001542895,0.0002073963,0.0001092502,0.0001251404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001721922,0.0002799425,0.9364145,0.001290628,0.0002746203,0.0001691879,0.008198689,0.0000341886,0.05010875,0.000294257,0.00002493287,0.001188387],"study_design_scores_gemma":[0.003519538,0.000220262,0.8719417,0.0003551072,0.001003988,0.00008303167,0.0000901141,0.0007361187,0.1217387,0.00003291276,0.00007204329,0.0002065255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925686,0.0003470628,0.003758763,0.00007986798,0.0001549977,0.0005411908,0.001347018,0.0001031083,0.001099368],"genre_scores_gemma":[0.9849807,0.01045791,0.001412983,0.0001581686,0.00006818781,0.000009663542,0.002744991,0.00003335181,0.0001340511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07162996,"threshold_uncertainty_score":0.9997054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009118488280855507,"score_gpt":0.2266579259771342,"score_spread":0.2175394376962787,"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."}}