{"id":"W1970357358","doi":"10.1038/nrneph.2013.221","title":"Autoantibodies—epiphenomena or biological clues","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":"The Metabolomics Innovation Centre; University of Alberta","funders":"","keywords":"Autoantibody; Medicine; Immunology; Antibody; Complement system; Transplantation; Kidney; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003208195,0.0009164846,0.006137474,0.0002854444,0.0000919915,0.00002656835,0.0003237865,0.002312165,0.002313716],"category_scores_gemma":[0.0001806678,0.0004098203,0.001473905,0.0004529241,0.0001582421,0.00005939186,0.00007118307,0.001912163,0.003306544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354612,"about_ca_system_score_gemma":0.0002483194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004713226,"about_ca_topic_score_gemma":0.000002994627,"domain_scores_codex":[0.9963709,0.0005858954,0.001391994,0.0008417126,0.0002122469,0.0005972998],"domain_scores_gemma":[0.9977918,0.0004659959,0.0006665831,0.0007247709,0.00008291363,0.0002679521],"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":[0.0000551732,0.0001375854,0.00003970144,0.03319394,0.0008069264,0.000305615,0.00001157176,9.28473e-9,5.362348e-7,0.0005003261,0.004830251,0.9601184],"study_design_scores_gemma":[0.0006314084,0.0005302795,0.00007518051,0.01476917,0.002945183,0.001851932,0.000001266984,4.460695e-7,1.654171e-7,0.00004682301,0.9787996,0.0003485311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001894861,0.9920031,0.00002422276,0.0002142801,0.0005110577,0.004177983,0.00006914839,0.0001193426,0.002878985],"genre_scores_gemma":[0.000001231857,0.9872692,0.002915458,0.003569998,0.0005915319,0.0006421912,0.001243552,0.00006964289,0.003697164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9739693,"threshold_uncertainty_score":0.9998354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1310090461421364,"score_gpt":0.4327408355324617,"score_spread":0.3017317893903253,"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."}}