{"id":"W4386284178","doi":"10.3389/ti.2023.11358","title":"European Society for Organ Transplantation Consensus Statement on Biomarkers in Liver Transplantation","year":2023,"lang":"en","type":"article","venue":"Transplant International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"European Regional Development Fund; Instituto de Salud Carlos III","keywords":"Medicine; Liver transplantation; Transplantation; Statement (logic); Consensus conference; Intensive care medicine; Organ transplantation; Transplant surgery; Internal medicine; Hepatology; Law","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":[0.0004163838,0.0002399775,0.0002267458,0.0003254728,0.0000907893,0.0000286883,0.0001116195,0.00007247565,0.0001347468],"category_scores_gemma":[0.000005980131,0.0002142479,0.000296104,0.0002660786,0.00004355348,0.00007753913,0.000002542876,0.0001275416,0.0001738038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302481,"about_ca_system_score_gemma":0.00005617997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005395413,"about_ca_topic_score_gemma":0.00007111944,"domain_scores_codex":[0.9982263,0.00005508551,0.0005281407,0.0003970934,0.0004501303,0.0003432723],"domain_scores_gemma":[0.9993356,0.0002752309,0.00008634057,0.0001178793,0.00007829646,0.0001066531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1023163,0.007843933,0.437289,0.02362543,0.02131426,0.04897698,0.09269994,0.0158807,0.1274049,0.02924186,0.01287787,0.08052885],"study_design_scores_gemma":[0.04354811,0.001200188,0.9068643,0.003180025,0.001271761,0.001210898,0.0005830658,0.01442032,0.02259817,0.0002821576,0.003945039,0.0008959969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721586,0.00004329352,0.007510965,0.003433635,0.0007294591,0.001613999,0.003379126,0.0003269229,0.01080401],"genre_scores_gemma":[0.9849305,0.004143421,0.001706033,0.0005201066,0.00008513236,0.00008693966,0.007870742,0.00004841775,0.0006086836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4695753,"threshold_uncertainty_score":0.8736777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04081182787201362,"score_gpt":0.3189807353550402,"score_spread":0.2781689074830266,"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."}}