{"id":"W2770042889","doi":"10.1093/cid/cix690","title":"Incidence, Risk Factors and Outcome of Pre-engraftment Gram-Negative Bacteremia After Allogeneic and Autologous Hematopoietic Stem Cell Transplantation: An Italian Prospective Multicenter Survey","year":2017,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Humanitas Research Hospital; Università degli Studi di Milano; Infectious Diseases Society of America; Ontario Institute for Regenerative Medicine; OPEC Fund for International Development; Pfizer","keywords":"Medicine; Hematopoietic stem cell transplantation; Internal medicine; Bacteremia; Hazard ratio; Transplantation; Cumulative incidence; Neutropenia; Incidence (geometry); Confidence interval; Gastroenterology; Surgery; Immunology; Chemotherapy; Antibiotics; Microbiology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002719311,0.000275249,0.0006753268,0.00007120756,0.0003262468,0.00009766182,0.00009639836,0.0001502303,0.00005661881],"category_scores_gemma":[0.0002451853,0.0002090203,0.0001846466,0.00006063222,0.00069658,0.0002933922,0.00006691195,0.0002912753,0.000004608477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005759654,"about_ca_system_score_gemma":0.00007855587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009339454,"about_ca_topic_score_gemma":0.002028317,"domain_scores_codex":[0.9980444,0.0003593919,0.0006467489,0.0005436009,0.0001767744,0.000229029],"domain_scores_gemma":[0.9978108,0.000623774,0.0004533958,0.0005022254,0.0001743927,0.0004353726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000646998,0.000887124,0.9966754,0.0002455996,0.0001917713,0.00003798276,0.0005903311,0.0000023198,0.00002188612,0.000009229455,0.000009388365,0.0006820108],"study_design_scores_gemma":[0.002807874,0.001400891,0.9936638,0.00009858585,0.000944111,0.00001821672,0.0001104149,0.00001314026,0.0005766349,0.0001445066,0.000008986734,0.0002127937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977413,0.0001846021,0.00005427857,0.00002862795,0.0003092309,0.0009801678,0.0004969685,0.00006984556,0.0001350195],"genre_scores_gemma":[0.998989,0.0005846579,0.00001891626,0.00007929114,0.00006654464,0.0001226024,0.00003143165,0.00002715327,0.00008043642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003011514,"threshold_uncertainty_score":0.8523602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0398136276625056,"score_gpt":0.3679466348306028,"score_spread":0.3281330071680972,"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."}}