{"id":"W4392282889","doi":"10.1097/lvt.0000000000000353","title":"Primary sclerosing cholangitis and the risks of posttransplant lymphoproliferative disorder","year":2024,"lang":"en","type":"letter","venue":"Liver Transplantation","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University of Toronto","funders":"","keywords":"Medicine; Primary sclerosing cholangitis; Liver transplantation; Gastroenterology; Internal medicine; Transplantation","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":[0.000138397,0.0002696181,0.00046245,0.0001248341,0.0001123827,0.00005362943,0.0000957871,0.0003040545,0.00005845097],"category_scores_gemma":[0.000004818392,0.000175457,0.0002105664,0.0001205486,0.0003192741,0.0001267793,0.00001414429,0.0008143541,0.00001672076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004299834,"about_ca_system_score_gemma":0.0001127167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328456,"about_ca_topic_score_gemma":0.000007813445,"domain_scores_codex":[0.9986599,0.0001676204,0.0003230786,0.000292581,0.0003575066,0.0001992854],"domain_scores_gemma":[0.9993029,0.0002367149,0.0001067666,0.0002299197,0.00008189096,0.00004183879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.03827052,0.001336419,0.05793666,0.2755486,0.01563691,0.02036026,0.1493683,0.00005492739,0.009024379,0.002777135,0.3832614,0.04642455],"study_design_scores_gemma":[0.03189943,0.001123655,0.8471596,0.0184004,0.03551238,0.004475488,0.0006073343,0.001127615,0.003146752,0.001032044,0.05378585,0.001729396],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6844046,0.04090147,0.001316042,0.2568287,0.0008957636,0.00354542,0.006046122,0.0002137464,0.005848077],"genre_scores_gemma":[0.595956,0.08565011,0.0003214641,0.3037831,0.001562163,0.0001254956,0.01119022,0.0001546118,0.001256762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.789223,"threshold_uncertainty_score":0.715493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0338079551605465,"score_gpt":0.2720127353648556,"score_spread":0.2382047802043091,"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."}}