{"id":"W2884821557","doi":"10.1097/01.tp.0000542992.86017.dc","title":"Non-Immunologic Pairing of Kidney Transplant Donors and Recipients","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Human leukocyte antigen; Serostatus; Kidney transplantation; Proportional hazards model; Internal medicine; Kidney; Transplantation; Pairing; Immunology; Antigen; Human immunodeficiency virus (HIV)","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":[0.00203789,0.0001682201,0.0003276152,0.0006808382,0.0004812878,0.0005983775,0.0004163427,0.0001659203,0.002955729],"category_scores_gemma":[0.005297898,0.0001625821,0.0004351802,0.001122524,0.000324473,0.0004475867,0.000729771,0.0004417898,0.0004504948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00037025,"about_ca_system_score_gemma":0.0006039318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403081,"about_ca_topic_score_gemma":0.002798915,"domain_scores_codex":[0.9971417,0.001024039,0.0004690028,0.0004763913,0.0005871165,0.0003017738],"domain_scores_gemma":[0.9961081,0.0005651225,0.002557422,0.0003829394,0.0001651735,0.0002211843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001865054,0.00003392835,0.9945489,0.00002949032,0.00005166322,0.00009211888,0.0001012214,0.00006958753,0.0001819279,0.0001667221,0.0001492052,0.004388847],"study_design_scores_gemma":[0.00001364745,0.0002446335,0.9947607,0.0000371066,0.00005449445,0.001206895,0.000440644,0.000560778,0.0005305893,0.0005391468,0.001600765,0.00001058702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960848,0.0006349624,0.001138907,0.00006619881,0.00001576898,0.00003347589,0.0005833098,0.000007176098,0.001435346],"genre_scores_gemma":[0.9986816,0.0001512785,0.0003680816,0.00004127595,0.00001311187,0.00002446289,0.000397538,0.000003203546,0.0003194516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002955729,"threshold_uncertainty_score":0.01077747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941846619459948,"score_gpt":0.2802015631306862,"score_spread":0.2607830969360867,"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."}}