{"id":"W1975122470","doi":"10.1111/j.1399-0039.2006.00765.x","title":"14th International HLA and Immunogenetics Workshop: Report on the Prospective Chronic Rejection Project","year":2007,"lang":"en","type":"article","venue":"Tissue Antigens","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Alberta","funders":"","keywords":"Human leukocyte antigen; Antibody; Medicine; Panel reactive antibody; Immunology; Histocompatibility; Immunogenetics; Kidney; Antigen; 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":[0.01661811,0.000864474,0.0004694385,0.002322533,0.001095256,0.002024553,0.001068382,0.001421203,0.003429979],"category_scores_gemma":[0.00457152,0.0003612886,0.0006927638,0.002068948,0.0004344646,0.0006187273,0.002674223,0.001093864,0.001018926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325489,"about_ca_system_score_gemma":0.003932067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009628495,"about_ca_topic_score_gemma":0.006540972,"domain_scores_codex":[0.9959139,0.002048207,0.0003079196,0.0002743307,0.0007352924,0.0007202647],"domain_scores_gemma":[0.9840224,0.001529849,0.003421077,0.0009552294,0.00273704,0.007334353],"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":[0.0005871176,0.000320512,0.9690415,0.00007731708,0.00009760969,0.0001664917,0.0002572011,0.0001030147,0.0002679051,0.0001838928,0.01350724,0.01539025],"study_design_scores_gemma":[0.0001702069,0.000398412,0.9829147,0.00009834021,0.00007175338,0.0002881199,0.0003301811,0.000157035,0.0004032583,0.00006436669,0.015086,0.00001754413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.894402,0.01228144,0.003259088,0.02272879,0.0007765515,0.001393565,0.04608992,0.0002284497,0.0188403],"genre_scores_gemma":[0.9269609,0.005450231,0.005191286,0.004221722,0.001333485,0.002442485,0.039753,0.0000911837,0.01455575],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01661811,"threshold_uncertainty_score":0.08788604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02795516159605909,"score_gpt":0.3486779949714573,"score_spread":0.3207228333753982,"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."}}