{"id":"W4409786311","doi":"10.70962/cis2025abstract.173","title":"HLH-like Hypersensitivity Reaction Secondary to Prolonged Piperacillin/Tazobactam: A Case Series","year":2025,"lang":"en","type":"article","venue":"Journal of Human Immunity","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Piperacillin/tazobactam; Piperacillin; Tazobactam; Hypersensitivity reaction; Medicine; Dermatology; Immunology; Bacteria; Biology","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":[0.0008293428,0.0001983735,0.0005134685,0.0005812189,0.0005141576,0.00004262327,0.00009621259,0.0001325968,0.00002569079],"category_scores_gemma":[0.0003872796,0.000179777,0.0002450366,0.000397688,0.00008957639,0.0005405885,0.00007485591,0.001484557,0.00002893491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004872617,"about_ca_system_score_gemma":0.0004909666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002933122,"about_ca_topic_score_gemma":0.0004961923,"domain_scores_codex":[0.998535,0.0002248285,0.000573983,0.0001533328,0.0002654593,0.0002474138],"domain_scores_gemma":[0.9982394,0.0001186144,0.0003069009,0.0004599739,0.0006558467,0.0002192854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000451766,0.001015068,0.0008740206,0.0001701503,0.0005935148,0.00839593,0.002281218,0.0000120448,0.9444447,0.0001433187,0.001129735,0.04048852],"study_design_scores_gemma":[0.008856944,0.001882313,0.449664,0.00173797,0.002103582,0.2857498,0.0315853,0.00002565766,0.07453404,0.0004967697,0.1424913,0.0008724006],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97015,0.00005914421,0.00002907806,0.001641316,0.0007567747,0.0003079925,0.000009346116,0.0000468183,0.02699955],"genre_scores_gemma":[0.9957523,0.00002631713,0.0004032813,0.000530047,0.0002141591,0.000005060471,0.000007939063,0.00002013498,0.003040713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8699107,"threshold_uncertainty_score":0.7331095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342649359516538,"score_gpt":0.3139626722726868,"score_spread":0.2905361786775215,"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."}}