{"id":"W4319660122","doi":"10.1016/j.ccm.2022.10.008","title":"Antibody-Mediated Rejection","year":2023,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natera; CareDx; Wayamba University of Sri Lanka; National Heart, Lung, and Blood Institute; Mallinckrodt Pharmaceuticals; Bristol-Myers Squibb","keywords":"Medicine; Intensive care medicine; Lung transplantation; Immunology; Antibody; Donor specific antibodies; Pathophysiology; Lung; Pathology; Internal medicine; Antigen; Human leukocyte antigen","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002736757,0.000515301,0.003717615,0.000873328,0.00004768726,0.000007780506,0.0002106489,0.0008561084,0.0001551193],"category_scores_gemma":[0.00358386,0.0003571666,0.0004312577,0.001727362,0.0002168679,0.00004279581,0.00003620914,0.00154454,0.0004841495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762977,"about_ca_system_score_gemma":0.0005041061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005294939,"about_ca_topic_score_gemma":0.00003162291,"domain_scores_codex":[0.9960494,0.0003116623,0.002057563,0.0006779353,0.0004964654,0.00040695],"domain_scores_gemma":[0.9939079,0.004565355,0.0005421794,0.0006508107,0.00009903641,0.0002347468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005449694,0.0001231283,0.001923932,0.07436907,0.0002331906,0.0009616971,0.0003382629,2.208394e-7,0.000004949517,0.0001593834,0.0005809549,0.9212507],"study_design_scores_gemma":[0.001854256,0.0003380315,0.002127262,0.09161741,0.002073655,0.0001987637,0.00008864233,0.00001513083,3.386947e-7,0.0001916262,0.9012007,0.0002942099],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000199717,0.9926651,0.0005293078,0.0004961712,0.003052341,0.001178526,0.00003525063,0.0002697071,0.001753587],"genre_scores_gemma":[0.000002374441,0.9903575,0.001981516,0.0003855532,0.001914028,0.00007914825,0.002880191,0.0001436568,0.002256061],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9209565,"threshold_uncertainty_score":0.999888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2985258568224495,"score_gpt":0.5573847723406815,"score_spread":0.258858915518232,"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."}}