{"id":"W1973437822","doi":"10.1038/nrneph.2013.234","title":"Complementing donor-specific antibody testing","year":2013,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Antibody; Kidney transplantation; Donor specific antibodies; Transplantation; Immunology; Intensive care medicine; Computational biology; 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":[0.001650643,0.0009279193,0.001964399,0.001816012,0.0002149722,0.001081454,0.001077384,0.001142241,0.00320166],"category_scores_gemma":[0.003460314,0.0002278612,0.0007921627,0.001390118,0.0007239467,0.001127571,0.0009704595,0.002148189,0.0007933676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009476755,"about_ca_system_score_gemma":0.002011592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001910501,"about_ca_topic_score_gemma":0.004273515,"domain_scores_codex":[0.9992587,0.0002021947,0.0001273011,0.00009842093,0.0002536895,0.00005966299],"domain_scores_gemma":[0.9982378,0.001136378,0.0002669029,0.00003390061,0.0002520935,0.00007290555],"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":[0.0001031441,0.00004815326,0.0003284782,0.01284287,0.0001956621,0.0001129499,0.00001513295,0.0001718993,0.0002745715,0.002451239,0.02572963,0.9577262],"study_design_scores_gemma":[0.0001523062,0.0001642437,0.002120184,0.02414351,0.0008900226,0.001883509,0.00005975029,0.0001366287,0.0005164469,0.005570222,0.9643243,0.0000388876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000581074,0.998587,0.00008355816,0.0003941762,0.0002816156,0.000003618579,0.000008951799,0.000002830153,0.0005801947],"genre_scores_gemma":[0.00111719,0.9970499,0.0002175361,0.0007564155,0.0005213564,0.000007758498,0.00002790811,0.000001019369,0.0003008812],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00320166,"threshold_uncertainty_score":0.01071066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332944572076361,"score_gpt":0.4318214059910166,"score_spread":0.2985269487833806,"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."}}