{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007821476,0.0001058611,0.0002064796,0.0001613615,0.0001159812,0.0003184501,0.0001618559,0.0001889289,0.0009486792],"category_scores_gemma":[0.004901013,0.00007809375,0.0002713996,0.0001545688,0.000197652,0.0001858056,0.0002573465,0.0003254697,0.0001524396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701926,"about_ca_system_score_gemma":0.0003001696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004345957,"about_ca_topic_score_gemma":0.0007383684,"domain_scores_codex":[0.999485,0.0002647948,0.00004246664,0.00005489494,0.00008449567,0.0000683687],"domain_scores_gemma":[0.9982344,0.0005910911,0.000756581,0.0001158526,0.00005114796,0.0002509335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003231144,0.0002230738,0.9472513,0.00009305921,0.00009401601,0.0004423349,0.000213482,0.0003610557,0.005792811,0.0001529717,0.0002522632,0.04189248],"study_design_scores_gemma":[0.0001129104,0.005115769,0.9868549,0.00005006553,0.0001459325,0.002397457,0.0002267268,0.0009905949,0.002887119,0.0001138107,0.001095227,0.000009524187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989095,0.0005364428,0.0001149189,0.00006813373,0.000005026509,0.000002904194,0.000009141639,0.000003890387,0.0003500821],"genre_scores_gemma":[0.999755,0.00008496112,0.00005909099,0.00002232617,0.000004424809,0.000001733904,0.00001187077,8.877487e-7,0.00005986513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009486792,"threshold_uncertainty_score":0.004136443,"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."}}