{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001093577,0.0003063298,0.0003235639,0.0007524929,0.0002422853,0.0005786369,0.0003856834,0.0004919661,0.0008582584],"category_scores_gemma":[0.002252968,0.0002807311,0.0004920118,0.001055295,0.0003199512,0.0003521103,0.000541758,0.0004929378,0.0002051119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000509108,"about_ca_system_score_gemma":0.0004499112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007234866,"about_ca_topic_score_gemma":0.005085624,"domain_scores_codex":[0.9992889,0.0002161535,0.00007996444,0.0001329661,0.0001231049,0.0001588887],"domain_scores_gemma":[0.9976417,0.0002454363,0.001413694,0.0001737266,0.0001305757,0.0003948575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003194922,0.00001463039,0.9996135,0.000003693619,0.00001343256,0.00002071424,0.00002050755,0.00001719316,0.00003889223,0.000002720591,0.00003449399,0.0001884764],"study_design_scores_gemma":[0.000002142877,0.00003782346,0.9997644,0.000002464541,0.000006106044,0.00006886544,0.0000308535,0.00004258218,0.000009048889,0.000002299178,0.00003255344,9.47262e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991323,0.0002288587,0.00003999165,0.0000319136,0.000002326486,0.000008842264,0.0003602779,0.000002963743,0.0001923018],"genre_scores_gemma":[0.9993413,0.000114436,0.0000372908,0.00002082034,0.000006259716,0.000008654628,0.0004263798,0.000001378131,0.00004337822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007234866,"threshold_uncertainty_score":0.01438552,"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."}}