{"id":"W2072492485","doi":"10.1097/00007890-200002150-00001","title":"ANTI-HLA ANTIBODIES AFTER SOLID ORGAN TRANSPLANTATION1","year":2000,"lang":"en","type":"review","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":383,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Isotype; Antibody; Immunology; Human leukocyte antigen; Panel reactive antibody; Medicine; Antigen; Clinical significance; Monoclonal antibody; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001077176,0.0008703825,0.002404508,0.0005728054,0.0001474525,0.00007657453,0.0001570981,0.0004937493,0.001397642],"category_scores_gemma":[0.000002642467,0.0006727662,0.0009355745,0.0004903759,0.00009685502,0.0002496754,0.000003127837,0.0004543934,0.001089909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009682459,"about_ca_system_score_gemma":0.0002793453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002956758,"about_ca_topic_score_gemma":0.00002018063,"domain_scores_codex":[0.9968518,0.000149926,0.001168133,0.0007480292,0.0005625443,0.0005195626],"domain_scores_gemma":[0.9988444,0.0001675766,0.0002539245,0.000408675,0.00007455761,0.000250828],"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":[0.001001589,0.0005362666,0.001238931,0.1840404,0.002345474,0.005252257,0.00170792,0.000009527439,0.00001204363,0.00007573697,0.00004492133,0.8037349],"study_design_scores_gemma":[0.01024982,0.0007116361,0.01343674,0.1761922,0.05797826,0.01255776,0.00004614058,0.00001493234,0.0003205941,0.00006864905,0.725723,0.002700347],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007955771,0.9908883,0.0004408936,0.00003547539,0.0002946986,0.001903076,0.001702142,0.0002698589,0.003669994],"genre_scores_gemma":[0.001905098,0.9845467,0.0007426436,0.0001380188,0.0001976702,0.0002446048,0.01069289,0.0001600287,0.001372325],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8010346,"threshold_uncertainty_score":0.9996879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03603589800351015,"score_gpt":0.3597439111618322,"score_spread":0.323708013158322,"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."}}