{"id":"W4394569140","doi":"10.1111/liv.15928","title":"Macrophage activation markers are associated with infection and mortality in patients with acute liver failure","year":2024,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Medical Research Council; National Institutes of Health","keywords":"Medicine; Liver failure; Macrophage; Macrophage activation syndrome; Internal medicine; Immunology; Gastroenterology; Intensive care medicine; Biology; Disease","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":[0.0000490394,0.00009741489,0.00008822628,0.0001423171,0.00002561667,0.00004582242,0.00002360343,0.00005229095,0.0001394392],"category_scores_gemma":[0.000004951847,0.00007442987,0.00002176187,0.0001407374,0.00003188564,0.0004061039,0.000008795715,0.0001316964,0.000008807211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349824,"about_ca_system_score_gemma":0.00003738156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002164469,"about_ca_topic_score_gemma":0.0003206534,"domain_scores_codex":[0.999283,0.00002368796,0.00009638234,0.000202996,0.0003090583,0.00008483523],"domain_scores_gemma":[0.9997184,0.00003129289,0.00004327974,0.00005226833,0.0001091049,0.00004570616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007113708,0.0001333806,0.9967318,0.00007006238,0.001071909,0.0002513489,0.0003224978,0.00001024713,0.0000393507,0.00009429884,0.00007183098,0.00049186],"study_design_scores_gemma":[0.00181442,0.0001493285,0.9954666,0.0005756646,0.0003925367,0.000009046556,0.00002048148,0.001237276,0.0001903806,0.00001868619,0.00003826838,0.00008732781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986601,0.0000197065,0.000289835,0.0001066464,0.00007933594,0.0002504369,0.0001012661,0.00005207037,0.0004406139],"genre_scores_gemma":[0.9988205,0.00004663615,0.00005780797,0.00009610368,0.0000409902,0.00001634975,0.0007320116,0.00001244788,0.0001771347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00126526,"threshold_uncertainty_score":0.3035162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006790982011846792,"score_gpt":0.2329262920726467,"score_spread":0.2261353100607999,"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."}}