{"id":"W2923943340","doi":"10.1016/j.humimm.2019.03.015","title":"Patients with immunological diseases or on peritoneal dialysis are prone to false positive flow cytometry crossmatch","year":2019,"lang":"en","type":"article","venue":"Human Immunology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Kidney transplantation; Peritoneal dialysis; Dialysis; Flow cytometry; Transplantation; Internal medicine; Immunology; Hemodialysis; Gastroenterology; Urology","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":[0.0007516462,0.000253209,0.0003318024,0.0006936425,0.0005484583,0.0008296525,0.0002278597,0.0005402886,0.003194428],"category_scores_gemma":[0.004827187,0.000133251,0.0002703732,0.0006583165,0.0002673971,0.0004355893,0.0003219509,0.001066669,0.0003980732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002023832,"about_ca_system_score_gemma":0.0003488902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006462359,"about_ca_topic_score_gemma":0.0006080846,"domain_scores_codex":[0.9991313,0.0002740431,0.00008325131,0.00008867645,0.0002354983,0.0001872903],"domain_scores_gemma":[0.9959481,0.001282423,0.002103013,0.0001686752,0.0002597265,0.0002380603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000153512,0.00006884179,0.9891236,0.00002890827,0.00003177278,0.001047861,0.0001127724,0.00005390962,0.000594948,0.0001438816,0.0004638144,0.008176152],"study_design_scores_gemma":[0.00001463082,0.000303916,0.9748355,0.00009605066,0.0001615875,0.01729415,0.0009904956,0.0006734278,0.001350916,0.0009844315,0.003278485,0.00001647748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936962,0.001329719,0.000632275,0.0005402695,0.00008014392,0.00001487137,0.0001056199,0.0000196111,0.003581315],"genre_scores_gemma":[0.9986181,0.0002837736,0.0002549778,0.0003628765,0.00006262919,0.000006500768,0.0000866679,0.000003722249,0.0003207155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003194428,"threshold_uncertainty_score":0.0106864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361795803637848,"score_gpt":0.285206738397481,"score_spread":0.2715887803611025,"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."}}