{"id":"W4391036030","doi":"10.1097/lvt.0000000000000330","title":"Proceedings of the 28th Annual Congress of the International Liver Transplantation Society","year":2024,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute on Aging","keywords":"Medicine; Liver transplantation; Immunosuppression; Hepatology; Liver disease; Transplantation; Intensive care medicine; Milestone; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001572279,0.0001421222,0.0001689467,0.00006568723,0.00006570092,0.0000225349,0.0002253993,0.0001116745,0.0001176632],"category_scores_gemma":[0.000004734463,0.00008634947,0.0003024228,0.0002862648,0.0001538233,0.0002632263,0.000008689799,0.0002079737,0.000004013733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003938991,"about_ca_system_score_gemma":0.00008235433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007898176,"about_ca_topic_score_gemma":0.00002464485,"domain_scores_codex":[0.9987966,0.00001586125,0.0003558093,0.0002042434,0.0005060824,0.0001214327],"domain_scores_gemma":[0.999484,0.00006534884,0.0001187025,0.00009863227,0.0002020114,0.00003128374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002760175,0.0008885035,0.2717234,0.09307808,0.001906473,0.0002909868,0.1802496,0.0001030584,0.361577,0.06260372,0.01748418,0.007334779],"study_design_scores_gemma":[0.001096196,0.00009171553,0.394228,0.001496806,0.001190187,0.0004701102,0.0005343993,0.0008263642,0.5990161,0.0001263518,0.0007835435,0.0001401578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992335,0.0003044538,0.001514663,0.001291848,0.0008028369,0.0006866519,0.0008507951,0.0001144627,0.002099347],"genre_scores_gemma":[0.9883552,0.009536473,0.0008065007,0.000262593,0.00008157804,0.0000144323,0.00007308016,0.00002095829,0.0008491548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2374391,"threshold_uncertainty_score":0.3521229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009180757166480227,"score_gpt":0.2486579027598822,"score_spread":0.239477145593402,"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."}}