{"id":"W4417060432","doi":"10.3138/canlivj-2025-0019","title":"Fulminant liver failure due to Epstein-Barr virus in immunodeficiency disorders","year":2025,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Liver failure; Fulminant; Human immunodeficiency virus (HIV); Virus; Fulminant hepatic failure; Immunodeficiency; Immunopathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000271948,0.0002067806,0.0003465823,0.0009059673,0.0002975512,0.00008172169,0.0002357623,0.0001690259,0.0008818845],"category_scores_gemma":[0.0001430561,0.0001976437,0.0001552569,0.0008228578,0.00006452249,0.0001309756,0.00002755774,0.0006490258,0.0001412996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016029,"about_ca_system_score_gemma":0.00250321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1296361,"about_ca_topic_score_gemma":0.5538568,"domain_scores_codex":[0.9983392,0.00006068705,0.0003437232,0.0002669831,0.0002346312,0.0007547961],"domain_scores_gemma":[0.9988903,0.00002633257,0.00007199257,0.0002295031,0.000110628,0.0006712584],"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":[0.0008771057,0.0006402955,0.1186885,0.0002906945,0.000610715,0.01134645,0.01313577,0.001239611,0.003264796,0.00464824,0.494063,0.3511949],"study_design_scores_gemma":[0.007896826,0.0008177098,0.4575581,0.00125206,0.0002842016,0.000597537,0.008532867,0.0007302677,0.0002710908,0.001188711,0.5199471,0.0009236265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9339924,0.0153499,0.0003102499,0.01658844,0.001031419,0.0006558752,0.00005345525,0.00003085785,0.03198744],"genre_scores_gemma":[0.9914691,0.0008803345,0.0001445961,0.004986852,0.00007826359,0.00001293343,0.000005985777,0.00002277908,0.002399114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4242207,"threshold_uncertainty_score":0.9656016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005979114972092236,"score_gpt":0.2264472327470123,"score_spread":0.22046811777492,"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."}}