{"id":"W7034750744","doi":"","title":"Transplant Glomerulopathy, Late Antibody-Mediated Rejection and the ABCD Tetrad in Kidney Allograft Biopses for Cause","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney; Tetrad; Kidney transplant; Kidney transplantation; Transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007472994,0.0002440978,0.0003409701,0.001196483,0.0009680059,0.0007903463,0.0004900846,0.001161569,0.01442184],"category_scores_gemma":[0.002501735,0.0001645193,0.0003159904,0.0002897545,0.0004254208,0.0005678965,0.0003312158,0.000725062,0.002339724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003818843,"about_ca_system_score_gemma":0.0003741868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005782182,"about_ca_topic_score_gemma":0.001340255,"domain_scores_codex":[0.9996257,0.00006792867,0.00004682533,0.00003888277,0.0001424151,0.00007821556],"domain_scores_gemma":[0.9987588,0.0003597694,0.0001634967,0.0001078298,0.0003338527,0.0002763434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.00221653,0.0005855117,0.3770548,0.0005592072,0.0001755221,0.4355287,0.0009305248,0.0002333611,0.03452598,0.003175276,0.03925785,0.1057567],"study_design_scores_gemma":[0.0002150518,0.0005401133,0.3136649,0.000244655,0.0002168615,0.5639186,0.001061876,0.002622753,0.029483,0.001981864,0.08597153,0.00007883771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.921401,0.003792473,0.002414928,0.008654667,0.001938436,0.0001407903,0.0003794931,0.0002816681,0.06099658],"genre_scores_gemma":[0.9796076,0.0008535822,0.001368617,0.0007453992,0.0009755961,0.00001678182,0.0002165506,0.00006054613,0.01615533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01442184,"threshold_uncertainty_score":0.04824591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008621300434230967,"score_gpt":0.2475624907198068,"score_spread":0.2389411902855758,"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."}}