{"id":"W4311736113","doi":"10.1093/ofid/ofac492.1732","title":"2111. Impact of Colonization by Multi Drug Resistant Bacteria on Graft Survival, Risk of Infection, and Mortality in Recipients of Solid Organ Transplant: Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Alberta","funders":"","keywords":"Medicine; Colonization; Internal medicine; Cochrane Library; Confidence interval; Drug resistance; Meta-analysis; Microbiology; Biology","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":[0.0144601,0.002705473,0.01734693,0.01274934,0.0007392978,0.004077499,0.002102376,0.002259974,0.007403778],"category_scores_gemma":[0.03656909,0.001721524,0.03402599,0.01360326,0.0006447782,0.002099341,0.001764666,0.001596647,0.0007073882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003455378,"about_ca_system_score_gemma":0.005843356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008218426,"about_ca_topic_score_gemma":0.01904812,"domain_scores_codex":[0.988471,0.004347949,0.004287888,0.0009383592,0.001603637,0.0003511198],"domain_scores_gemma":[0.9809136,0.01299122,0.003723049,0.0004203524,0.001763509,0.0001883374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000637916,0.00001201359,0.00214398,0.7794025,0.2092347,0.00009995563,0.00006374985,0.0002588336,0.0001668133,0.0001242145,0.0009661354,0.006889165],"study_design_scores_gemma":[0.0005049068,0.0001664546,0.00442956,0.1417131,0.8480965,0.0001587441,0.00006802789,0.000189153,0.0001683392,0.0002283401,0.004244012,0.00003289708],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003010554,0.9915178,0.0005686999,0.0002929145,0.0001971609,0.001225815,0.002649172,0.00004938743,0.0004884546],"genre_scores_gemma":[0.08359928,0.9018581,0.004432621,0.0009517114,0.0002633694,0.005706341,0.002302054,0.00005032086,0.0008362219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01734693,"threshold_uncertainty_score":0.07647324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752126067298085,"score_gpt":0.3445272680399077,"score_spread":0.3170060073669269,"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."}}