{"id":"W2737347104","doi":"10.1097/tp.0000000000001872","title":"New Answers to Old Conundrums","year":2017,"lang":"en","type":"review","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Alberta Glycomics Centre; Western University; Centre Hospitalier de l’Université de Montréal; University of Calgary; University of Alberta; Vanguard College","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Immunology; Autoantibody; Medicine; Autoimmunity; Antibody; Summit; Translational research; Transplantation; Inflammation; Inflammasome; ABO blood group system; Human leukocyte antigen; Antigen; Pathology; Internal medicine","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":[],"category_scores_codex":[0.00007797596,0.0004217712,0.001381218,0.0002775973,0.000114292,0.00006828872,0.0001713756,0.0002483076,0.0002495813],"category_scores_gemma":[0.000007708058,0.0003216164,0.0005195623,0.000132668,0.00001865992,0.0001041717,0.000003899674,0.0002125154,0.001120242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009220484,"about_ca_system_score_gemma":0.0003314088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001988547,"about_ca_topic_score_gemma":0.00004460952,"domain_scores_codex":[0.9984184,0.00004016436,0.0005158534,0.0004326586,0.0003209736,0.0002719544],"domain_scores_gemma":[0.9988158,0.00008324809,0.0002111249,0.0004585589,0.00003831015,0.0003929349],"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":[0.0001322869,0.00003472146,0.00008706943,0.02915947,0.00045753,0.0004843526,0.0002402018,9.539636e-7,0.00000110663,0.0002197219,0.0002019091,0.9689807],"study_design_scores_gemma":[0.002043829,0.0002139985,0.0006627021,0.04077581,0.006361606,0.0007567964,0.000004237727,5.211365e-7,0.00001401326,0.00001486633,0.9488096,0.0003419854],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008806985,0.9857456,0.003410137,0.0001304297,0.000478041,0.001936642,0.0003168469,0.0001102456,0.007863251],"genre_scores_gemma":[0.00002047948,0.9787807,0.002821906,0.0001647366,0.0001845573,0.00006586221,0.002198083,0.0000664356,0.01569727],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9686387,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369305743189687,"score_gpt":0.4298436699403294,"score_spread":0.2929130956213608,"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."}}