{"id":"W2336484441","doi":"10.1111/tid.12505","title":"Epidemiology and risk factors for nosocomial bloodstream infections in solid organ transplants over a 10‐year period","year":2016,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Medicine; Intensive care medicine; Epidemiology; Internal medicine; Transplantation; Organ transplantation; Antibiotics; Candida albicans; Microbiology","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":[0.001046302,0.0002341068,0.0002988994,0.001399486,0.0004412008,0.0008458122,0.0004129095,0.0004285233,0.001127276],"category_scores_gemma":[0.004115963,0.000203921,0.0004484117,0.001878993,0.0003153214,0.000732614,0.0005813717,0.0007459458,0.0001576509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006317728,"about_ca_system_score_gemma":0.0008094384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006808983,"about_ca_topic_score_gemma":0.005844955,"domain_scores_codex":[0.9989863,0.0001894548,0.0001819777,0.0001743454,0.000272533,0.0001954721],"domain_scores_gemma":[0.9933105,0.0006158555,0.004615082,0.0001111969,0.0004696863,0.0008776669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001088947,0.000009102067,0.9995053,0.000004134974,0.00001131605,0.00003396995,0.00001815427,0.00001374991,0.00002663186,0.000002807684,0.00003335631,0.0003306633],"study_design_scores_gemma":[9.035962e-7,0.00003615235,0.9993568,0.000009041036,0.000007692935,0.0002901447,0.0001311091,0.00007159422,0.00002116888,0.000004711776,0.00006847071,0.000002053482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984622,0.0008111387,0.00007944045,0.00009047577,0.000008118967,0.000008951688,0.0003141793,0.000005101218,0.0002204376],"genre_scores_gemma":[0.9991986,0.0003343834,0.00006429751,0.00002548591,0.00001251504,0.000007914482,0.0003203466,0.000001418581,0.00003502472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006808983,"threshold_uncertainty_score":0.01353872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02677727701474527,"score_gpt":0.3233322969040585,"score_spread":0.2965550198893133,"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."}}