{"id":"W2072444760","doi":"10.1086/501942","title":"Incidence of, and Risk Factors for, Nosocomial Infections Among Hematopoietic Stem Cell Transplantation Recipients, With Impact on Procedure-Related Mortality","year":2001,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Incidence (geometry); Internal medicine; Hematopoietic stem cell transplantation; Transplantation; Risk factor; Central venous catheter; Disease; Surgery; Catheter","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":[0.0008329751,0.0003180887,0.0002931752,0.0006821719,0.0003375865,0.000691187,0.0003338219,0.0005174581,0.001295785],"category_scores_gemma":[0.004078262,0.0002996337,0.0003496082,0.0006353962,0.0003210644,0.0006507101,0.0004062794,0.0006323173,0.0001968227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003805604,"about_ca_system_score_gemma":0.0003911594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001873347,"about_ca_topic_score_gemma":0.002137464,"domain_scores_codex":[0.9992406,0.0002186358,0.0001007229,0.0001307498,0.0001636373,0.0001455007],"domain_scores_gemma":[0.9962003,0.0006793203,0.002216183,0.0001392396,0.0002508008,0.0005141254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006412945,0.0000211259,0.9993041,0.000003324066,0.00001485478,0.00003751613,0.00001482173,0.00001739087,0.00007236893,0.000003097989,0.00002345826,0.000423872],"study_design_scores_gemma":[0.000004450918,0.00007140293,0.999387,0.000002805559,0.000009950221,0.0002853446,0.00005072312,0.0001200631,0.00003737896,0.000006433935,0.00002242105,0.000001885847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995528,0.0001748297,0.0000443443,0.00002162989,0.000002194142,0.000004377744,0.00008871707,0.000001900304,0.0001092076],"genre_scores_gemma":[0.9996895,0.0000771392,0.00004483308,0.000007631372,0.00001247131,0.000003951212,0.0001322577,8.439633e-7,0.00003140108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001873347,"threshold_uncertainty_score":0.00440526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627943537707957,"score_gpt":0.3038814064886532,"score_spread":0.2876019711115737,"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."}}