{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07097173,0.002104848,0.003701097,0.006212219,0.002112056,0.00711916,0.006288779,0.01193277,0.005124818],"category_scores_gemma":[0.06441552,0.001185585,0.005806641,0.005247904,0.003195685,0.003725498,0.006887273,0.01461816,0.005177666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004217081,"about_ca_system_score_gemma":0.0285506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006894145,"about_ca_topic_score_gemma":0.006695089,"domain_scores_codex":[0.9565558,0.01810092,0.01058344,0.001295439,0.01135926,0.002105121],"domain_scores_gemma":[0.8991256,0.02630918,0.01249233,0.003899989,0.05141491,0.006757988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004586671,0.0002529672,0.004052198,0.006562211,0.000465678,0.0006789572,0.0004209771,0.00114811,0.001157994,0.0127554,0.7343082,0.2377387],"study_design_scores_gemma":[0.0002467943,0.0001652779,0.006265963,0.01564704,0.0005136771,0.001218569,0.0003325299,0.000586894,0.001048305,0.01374582,0.9601107,0.0001183285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002644671,0.3196179,0.03959246,0.4827171,0.09031905,0.002837292,0.005081101,0.0009644111,0.05622594],"genre_scores_gemma":[0.03842673,0.3539771,0.1935546,0.267002,0.06508919,0.01006216,0.02697157,0.0009048976,0.04401159],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07097173,"threshold_uncertainty_score":0.3753389,"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."}}