{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002893535,0.0002599397,0.0005753133,0.0002309102,0.0001596024,0.0000309623,0.0001165149,0.0001238261,0.0008611982],"category_scores_gemma":[0.00002762794,0.0001557877,0.0001167179,0.0002653058,0.0001421519,0.00006728648,0.000040775,0.0001911535,0.00066815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340069,"about_ca_system_score_gemma":0.00003531007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003707655,"about_ca_topic_score_gemma":0.00001330053,"domain_scores_codex":[0.9986388,0.00007554259,0.0002580582,0.0004281373,0.000249391,0.0003500417],"domain_scores_gemma":[0.999169,0.00009306714,0.000103674,0.0003809615,0.0001476124,0.000105672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01160508,0.002036532,0.9787808,0.00008558127,0.001301461,0.000287024,0.0005306972,0.00001614334,0.002335377,0.0001564929,0.00001584933,0.002848931],"study_design_scores_gemma":[0.006820849,0.005483364,0.9856724,0.0003061591,0.0002275085,0.00002471639,0.000142781,0.000002257616,0.0009962185,0.00001348959,0.0001176689,0.0001926521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978073,0.0001092992,0.00003269601,0.0002530586,0.0001203211,0.0009652323,0.0001900046,0.00007869929,0.0004433964],"genre_scores_gemma":[0.9961988,0.00002282415,0.0003664642,0.0004414651,0.00003043813,0.00009758848,0.0005481984,0.00003080698,0.002263355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006891508,"threshold_uncertainty_score":0.9429517,"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."}}