{"id":"W4408345274","doi":"10.1159/000544989","title":"Targeted Rapid Endotoxin Adsorption (TREA): can we bring precision medicine to sepsis?","year":2025,"lang":"en","type":"review","venue":"Blood Purification","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tornado Spectral Systems (Canada)","funders":"","keywords":"Hemofiltration; Sepsis; Septic shock; Medicine; Intensive care medicine; Extracorporeal; Immunology; Hemodialysis; 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":[0.00696915,0.001066977,0.001784593,0.001143883,0.0009094515,0.004958571,0.001711831,0.006990089,0.01000742],"category_scores_gemma":[0.01173497,0.0003584522,0.001220419,0.0009848942,0.004837454,0.008913768,0.002631061,0.01011608,0.004340513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486567,"about_ca_system_score_gemma":0.003546884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009229846,"about_ca_topic_score_gemma":0.001054855,"domain_scores_codex":[0.9981118,0.0005636183,0.0001420578,0.0002666756,0.0005950907,0.0003208186],"domain_scores_gemma":[0.9918921,0.004390983,0.0007292958,0.0004361219,0.001550255,0.001001166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001046107,0.0004416978,0.001744062,0.00633392,0.0002526417,0.0007007605,0.0006094296,0.00100557,0.00520755,0.08108082,0.1943485,0.707229],"study_design_scores_gemma":[0.0002134232,0.001298818,0.001411593,0.005118031,0.0001948551,0.0012322,0.0009205845,0.001062086,0.003315461,0.1232075,0.8618639,0.0001615224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002302098,0.7492091,0.007094241,0.2223262,0.01351622,0.00004017163,0.0001813083,0.0003330029,0.004997576],"genre_scores_gemma":[0.03340508,0.8435251,0.00898735,0.08785315,0.02109187,0.000139456,0.0002284969,0.00009700129,0.004672573],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01000742,"threshold_uncertainty_score":0.03685683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02620430932972118,"score_gpt":0.2969591398286553,"score_spread":0.2707548304989341,"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."}}