{"id":"W2105952916","doi":"10.1097/01.asn.0000115399.80913.b1","title":"Leukocyte Reduction of Red Blood Cell Transfusions Does not Decrease Allosensitization Rates in Potential Kidney Transplant Candidates","year":2004,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Blood transfusion and management","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Blood Services","keywords":"Medicine; Kidney transplant; Reduction (mathematics); Kidney transplantation; Kidney; Red blood cell; Immunology; Intensive care medicine; Internal medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002847713,0.0001261605,0.0005245359,0.0001072276,0.00005303453,0.000003119289,0.0001308012,0.00006653554,0.0000306411],"category_scores_gemma":[0.00001655504,0.00008038807,0.0004456264,0.0003222548,0.0004264278,0.00005730345,0.00001499304,0.0002687642,2.526204e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004199486,"about_ca_system_score_gemma":0.000312469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008033853,"about_ca_topic_score_gemma":0.00006112079,"domain_scores_codex":[0.9986954,0.0001167887,0.0006048189,0.0001313746,0.0002777539,0.0001738323],"domain_scores_gemma":[0.9989262,0.00002839021,0.0005815542,0.000169139,0.0001479175,0.000146775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00164167,0.0007353735,0.0008483088,0.00009512091,0.0003200372,0.00002520578,0.001516143,0.0007166303,0.9929746,0.00002067802,0.0007770887,0.0003290966],"study_design_scores_gemma":[0.01267297,0.001886834,0.08298524,0.0003139064,0.002084134,0.0008496313,0.002849242,0.0001914599,0.8948221,0.0003536282,0.0008310534,0.0001598211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674819,0.00006020735,0.000792651,0.03125301,0.0001255302,0.0002348498,0.00001409587,0.000006412935,0.00003131371],"genre_scores_gemma":[0.9889296,0.003743429,0.00317539,0.003997304,0.0000928069,0.000001813389,0.000005422041,0.00001312556,0.0000411472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09815256,"threshold_uncertainty_score":0.327813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007038618972777483,"score_gpt":0.2357062351262008,"score_spread":0.2286676161534233,"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."}}