{"id":"W3127916411","doi":"10.1016/j.ekir.2021.01.015","title":"Blood Transfusion and Adverse Graft-related Events in Kidney Transplant Patients","year":2021,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Blood transfusion and management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Hazard ratio; Kidney transplantation; Internal medicine; Retrospective cohort study; Confidence interval; Proportional hazards model; Kidney transplant; Kidney; Intensive care medicine","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":[0.0006951016,0.0001679457,0.0002401306,0.0005155337,0.0002693459,0.0005479113,0.0002942541,0.0002590858,0.001099461],"category_scores_gemma":[0.002326752,0.0001493076,0.000448645,0.00105678,0.0002165688,0.0002446318,0.0002612583,0.0005606779,0.00009163746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000772154,"about_ca_system_score_gemma":0.0008428259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01812615,"about_ca_topic_score_gemma":0.02007483,"domain_scores_codex":[0.9994656,0.0001352898,0.00006940255,0.00008003299,0.0001339843,0.000115555],"domain_scores_gemma":[0.9974704,0.0003467589,0.001590178,0.0001019885,0.0001793848,0.0003113442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006080515,0.000009572942,0.9993262,0.00001040938,0.00003773347,0.00002116634,0.00001535146,0.00002459899,0.00002501703,0.000008005727,0.00004226718,0.0004188136],"study_design_scores_gemma":[0.000005444274,0.00004631836,0.9993906,0.00001175984,0.000043918,0.0001406871,0.00004975048,0.0001085601,0.00003360326,0.00002040086,0.0001460488,0.000002901484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980717,0.001118612,0.00005075409,0.0001029265,0.00001046594,0.000005191383,0.0003782437,0.000002379753,0.000259679],"genre_scores_gemma":[0.9993483,0.0003151041,0.00003705913,0.00003783286,0.00001187434,0.000002880787,0.0001952059,5.880469e-7,0.00005102759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01812615,"threshold_uncertainty_score":0.03604132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006097594842280807,"score_gpt":0.2324515985056966,"score_spread":0.2263540036634158,"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."}}