{"id":"W4386096593","doi":"10.3389/ti.2023.11590","title":"Thrombotic Microangiopathy in the Renal Allograft: Results of the TMA Banff Working Group Consensus on Pathologic Diagnostic Criteria","year":2023,"lang":"en","type":"article","venue":"Transplant International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont; University Health Network","funders":"Universitätsklinikum Köln; Faculty of Medicine, University of British Columbia; University of Alberta; Alexion Pharmaceuticals","keywords":"Medicine; Thrombotic microangiopathy; Consensus conference; Delphi method; Medical diagnosis; Internal medicine; Differential diagnosis; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003503106,0.0001492222,0.0001991394,0.0001472204,0.00005630306,0.00001772685,0.0002523276,0.00006177187,0.00003835683],"category_scores_gemma":[0.00008423684,0.00007944966,0.0001694406,0.0002845876,0.00009002759,0.00001836107,0.00001019726,0.0001883274,0.00003212974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003113674,"about_ca_system_score_gemma":0.00002125566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006425824,"about_ca_topic_score_gemma":0.00007209236,"domain_scores_codex":[0.9986182,0.0001327547,0.0004046515,0.0002246956,0.0004272649,0.0001924014],"domain_scores_gemma":[0.998409,0.001227645,0.00009559638,0.0002068918,0.00003086517,0.0000300007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008496756,0.002546357,0.8710327,0.0004752684,0.001125248,0.01525201,0.0168552,0.001632395,0.0657945,0.01052102,0.002604247,0.003664264],"study_design_scores_gemma":[0.004256255,0.0002345102,0.9904869,0.001616588,0.0001309557,0.000545255,0.0001148305,0.000246686,0.001574455,0.0003166751,0.0003783942,0.00009852876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905925,0.0000515743,0.00003772676,0.00497603,0.0005670954,0.0004324089,0.0004558239,0.00003902862,0.002847791],"genre_scores_gemma":[0.9982214,0.0002881543,0.000145292,0.0006085073,0.00007233115,0.00003231239,0.0004636784,0.00001142783,0.0001568944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1194541,"threshold_uncertainty_score":0.3239863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04626266540873637,"score_gpt":0.3111908033558924,"score_spread":0.264928137947156,"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."}}