{"id":"W2268028668","doi":"10.1016/j.humimm.2015.07.166","title":"Autologous crossmatches: How useful are they in the evaluation of positive donor flow cytometric crossmatches?","year":2015,"lang":"en","type":"article","venue":"Human Immunology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Donor specific antibodies; Flow cytometry; Human leukocyte antigen; Immunology; Antigen; Internal medicine","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":[0.03103419,0.00130716,0.002231385,0.003083784,0.0008913522,0.004212008,0.002478221,0.003514623,0.003253049],"category_scores_gemma":[0.07390102,0.0006727227,0.0007820589,0.002323207,0.002605697,0.00578208,0.0007479456,0.003234361,0.002915004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063397,"about_ca_system_score_gemma":0.001426421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002962203,"about_ca_topic_score_gemma":0.005913168,"domain_scores_codex":[0.9900392,0.005652979,0.0008703221,0.0005135635,0.002489348,0.0004346498],"domain_scores_gemma":[0.9384235,0.03583447,0.005567573,0.003243344,0.01425007,0.002680993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002888132,0.0008365546,0.4051119,0.001576242,0.0004872105,0.00153918,0.001037298,0.001023312,0.00479466,0.003997653,0.02413132,0.5525765],"study_design_scores_gemma":[0.0009191115,0.00871512,0.6412393,0.0126804,0.003582728,0.04289656,0.01059272,0.02624854,0.03609459,0.02048562,0.1958081,0.000737178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4851177,0.3573292,0.02983937,0.06345937,0.01247937,0.0004183465,0.0007468327,0.0008080776,0.04980183],"genre_scores_gemma":[0.9082651,0.05653522,0.01854631,0.006249824,0.006303045,0.000128038,0.0002789442,0.0001748988,0.003518706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03103419,"threshold_uncertainty_score":0.1641265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0703287303051688,"score_gpt":0.2999668301994095,"score_spread":0.2296380998942407,"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."}}