{"id":"W4396574745","doi":"10.1186/s13613-024-01299-x","title":"Hospital-acquired bloodstream infections in critically ill cirrhotic patients: a post-hoc analysis of the EUROBACT-2 international cohort study","year":2024,"lang":"en","type":"article","venue":"Annals of Intensive Care","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Muscular Dystrophy Canada","funders":"Centro Hospitalar Universitário do Porto; Samsung; National Cheng Kung University; Universitätsklinikum Jena; Université de Genève; National Taiwan University Hospital; Seoul National University; Hacettepe Üniversitesi; Alexandria University; Hallym University; National and Kapodistrian University of Athens; Royal Marsden NHS Foundation Trust; Mackay Memorial Hospital; National Taiwan University; National Cheng Kung University Hospital; Seoul National University Hospital; Chonbuk National University Hospital; University of Warwick; Seoul National University Bundang Hospital; Cairo University; North Carolina Central University; University of Queensland; Imperial College London; Inselspital, Universitätsspital Bern; İstanbul Medipol Üniversitesi; Tanta University; Queen Elizabeth Hospital Birmingham Charity; Università degli Studi di Palermo; Chonbuk National University","keywords":"Medicine; Critically ill; Anesthesiology; Cohort; Intensive care medicine; Cohort study; Post-hoc analysis; Pain medicine; Emergency medicine; Pediatrics; Internal medicine; Pathology","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":[0.003310586,0.0007379164,0.0009158494,0.0008081602,0.00040702,0.0009308459,0.0005709738,0.0005340233,0.00165226],"category_scores_gemma":[0.003587545,0.0003417657,0.002748283,0.0008839521,0.0002795103,0.0006255157,0.001062532,0.0007600753,0.0001800488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004100263,"about_ca_system_score_gemma":0.0005611459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004519265,"about_ca_topic_score_gemma":0.004644092,"domain_scores_codex":[0.9983479,0.0006992016,0.0001244121,0.0003398933,0.0001597616,0.0003289084],"domain_scores_gemma":[0.9970037,0.0007365573,0.0007885981,0.0005433006,0.000391681,0.0005361076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003964746,0.00008302055,0.993301,0.0000295089,0.001028187,0.0001806881,0.00008932946,0.0001248281,0.0002200445,0.00002802295,0.0001990196,0.0007515267],"study_design_scores_gemma":[0.0001412393,0.000952985,0.9968952,0.0000117136,0.0005092373,0.0001897571,0.0002786595,0.0007246851,0.00005727826,0.00001940936,0.0002090117,0.00001076271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99921,0.0001481247,0.0001058037,0.00002067527,0.0000119657,0.00001826954,0.0003916796,0.000002116403,0.00009142737],"genre_scores_gemma":[0.9988489,0.00004757283,0.00008250697,0.00001846851,0.00001473544,0.00002435696,0.0008560505,0.000004460944,0.000102824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004519265,"threshold_uncertainty_score":0.01750827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355831711270425,"score_gpt":0.309254795447802,"score_spread":0.2956964783350977,"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."}}