{"id":"W2888990251","doi":"10.1016/j.humimm.2018.07.103","title":"P045 Kidney transplant with historic but no current DSA – A case study","year":2018,"lang":"en","type":"article","venue":"Human Immunology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Plasmapheresis; Human leukocyte antigen; Panel reactive antibody; Antigen; Antibody; Rituximab; Immunology; Kidney transplantation; Pregnancy; Kidney; Internal medicine; Gastroenterology; Biology","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":[0.00007535831,0.0001964855,0.0003477474,0.0001562363,0.0002475038,0.00001167482,0.00008891222,0.00005824566,0.0006074816],"category_scores_gemma":[0.00002432314,0.0001412364,0.00007432835,0.0001238178,0.0003156334,0.00004399903,0.00002962057,0.0002284366,0.0003406404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009242191,"about_ca_system_score_gemma":0.0001329986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005867314,"about_ca_topic_score_gemma":0.0001533534,"domain_scores_codex":[0.9988987,0.00007435691,0.0002433986,0.0003186324,0.0001504167,0.0003144286],"domain_scores_gemma":[0.9991326,0.00001652968,0.00007442687,0.0004318667,0.0001755722,0.000168977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02112228,0.03066804,0.4346182,0.002797442,0.006172792,0.194418,0.07161237,9.007044e-7,0.1044589,0.003099273,0.06839509,0.06263674],"study_design_scores_gemma":[0.03350758,0.07337838,0.3601342,0.00150284,0.003742221,0.05827627,0.009002895,0.0000377615,0.001485798,0.0002014941,0.4568947,0.001835832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933762,0.003442948,0.00002445343,0.00009458587,0.0005960825,0.0004616115,0.00002218651,0.0000896397,0.00189231],"genre_scores_gemma":[0.997661,0.0001290441,0.00002676539,0.0001653049,0.0003733318,0.00006205726,0.00003236626,0.00002492484,0.001525191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3884996,"threshold_uncertainty_score":0.6651497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191257730329021,"score_gpt":0.2911862836670736,"score_spread":0.2692737063637834,"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."}}