{"id":"W2081289680","doi":"10.1016/s0198-8859(02)00626-2","title":"Effect of universal leukocyte reduction of packed RBC transfusions on allosensitization in a dialysis population","year":2002,"lang":"en","type":"article","venue":"Human Immunology","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Reduction (mathematics); Medicine; Dialysis; Population; Mathematics; Internal medicine; Environmental health","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":[0.001116361,0.000487015,0.001155801,0.0002767203,0.0006010288,0.0003903228,0.0004525011,0.000731473,0.001456431],"category_scores_gemma":[0.004444337,0.0002002205,0.0007215222,0.0003162734,0.00053046,0.0006153801,0.0004028854,0.001106304,0.0001255882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006061361,"about_ca_system_score_gemma":0.0009694171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004766954,"about_ca_topic_score_gemma":0.004860885,"domain_scores_codex":[0.9992772,0.0002989507,0.00005629028,0.0000963778,0.00005311601,0.0002179851],"domain_scores_gemma":[0.9979718,0.0008366838,0.0001917858,0.0001159744,0.000111488,0.000772241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5602503,0.02801067,0.2316713,0.0003391839,0.0009334477,0.00245742,0.001416423,0.002833207,0.01817662,0.0004531853,0.001482704,0.1519755],"study_design_scores_gemma":[0.008792119,0.2679113,0.707832,0.00007180042,0.001642565,0.001628262,0.0009910921,0.002536709,0.007245116,0.0002563261,0.001030994,0.00006162202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993458,0.0002737668,0.00002536164,0.00008674843,0.00002081954,0.000008831529,0.00001447541,0.000003711961,0.0002205088],"genre_scores_gemma":[0.9995157,0.0001305392,0.00005942452,0.00007781732,0.0000350808,0.000004945995,0.00002368237,0.000001589168,0.0001512882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004766954,"threshold_uncertainty_score":0.00947839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259303187719248,"score_gpt":0.2512561507743439,"score_spread":0.2386631188971514,"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."}}