{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00426897,0.00121415,0.0007263308,0.001275045,0.001490271,0.004465882,0.0009436907,0.002253468,0.0381274],"category_scores_gemma":[0.004060232,0.0002097695,0.0008063437,0.0006815633,0.001177591,0.001490429,0.002699252,0.003785616,0.01055995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890233,"about_ca_system_score_gemma":0.004427665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399289,"about_ca_topic_score_gemma":0.003989774,"domain_scores_codex":[0.9984819,0.000334747,0.0001207451,0.0001454918,0.0006340991,0.0002830763],"domain_scores_gemma":[0.9969615,0.000330138,0.0002372372,0.0001063178,0.001037166,0.001327555],"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":[0.0001488623,0.0001283732,0.00123027,0.000368841,0.00002655104,0.0003057401,0.0003357327,0.0001408018,0.0006127556,0.003487792,0.9155244,0.07768988],"study_design_scores_gemma":[0.00001440627,0.00005793299,0.00199841,0.0002893116,0.000009456337,0.0001885796,0.0002900738,0.00008765459,0.0003014617,0.0009101302,0.9958385,0.00001411726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.01553379,0.09475908,0.003402384,0.1963901,0.520565,0.0006077869,0.001541247,0.0003921671,0.1668084],"genre_scores_gemma":[0.0800456,0.08089505,0.003884091,0.0293979,0.2366268,0.0009496174,0.002864284,0.0004740406,0.5648625],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0381274,"threshold_uncertainty_score":0.1275488,"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."}}