{"id":"W2059507498","doi":"10.1159/000031143","title":"Allogeneic Red Blood Cell Transfusion Is an Independent Risk Factor for the Development of Postoperative Bacterial Infection","year":2000,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Canadian Blood Services; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Perioperative; Sepsis; Risk factor; Blood transfusion; Confounding; Surgery; Red blood cell; Internal medicine; Colorectal surgery; Abdominal surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005427455,0.0002049928,0.0002565516,0.0004701355,0.0003062045,0.0005772433,0.0003257935,0.0003110716,0.001916556],"category_scores_gemma":[0.006775907,0.0001503924,0.0002827432,0.0008930328,0.0003953789,0.0001912709,0.0002495002,0.0006420222,0.0001304808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005050792,"about_ca_system_score_gemma":0.001659499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01697408,"about_ca_topic_score_gemma":0.01309134,"domain_scores_codex":[0.999317,0.0001578805,0.00007574178,0.00008596922,0.0002768683,0.00008654463],"domain_scores_gemma":[0.9935036,0.001488684,0.00346558,0.0002392021,0.0006538162,0.0006492558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008864988,0.00001293859,0.9984339,0.000009294155,0.00002641056,0.00006473251,0.0000173561,0.00004121065,0.0001563417,0.000007636163,0.00005789274,0.001083685],"study_design_scores_gemma":[0.000005267244,0.00006962241,0.9984571,0.0000175139,0.00005803455,0.0006176474,0.0000871939,0.0003887962,0.0001225584,0.00001797132,0.0001551127,0.000003072271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986079,0.000695632,0.0001556499,0.0001413847,0.00001100111,0.000006476927,0.00009162603,0.000005131142,0.0002852008],"genre_scores_gemma":[0.9994853,0.000217302,0.0001295679,0.0000235691,0.0000133726,0.00000237668,0.0000620936,0.000001745139,0.00006469971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01697408,"threshold_uncertainty_score":0.03375059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101474333745207,"score_gpt":0.2618944068197371,"score_spread":0.240879663482285,"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."}}