{"id":"W2064948022","doi":"10.1159/000181977","title":"Renal Biopsy in Acute Allograft Rejection","year":2008,"lang":"en","type":"article","venue":"˜The œNephron journals/Nephron journals","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Nephrology; Biopsy; Renal biopsy; Graft rejection; Kidney; Transplantation; Urology; Pathology; 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":[0.001216189,0.0003410186,0.0003311346,0.001727501,0.0007068464,0.0006347253,0.0003387963,0.0004897896,0.001462201],"category_scores_gemma":[0.00380916,0.0003009263,0.0002178236,0.0007269962,0.0004140981,0.0005977528,0.0005491153,0.0003661519,0.0004029795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003039397,"about_ca_system_score_gemma":0.0003514549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002209616,"about_ca_topic_score_gemma":0.003390974,"domain_scores_codex":[0.9991358,0.0002370948,0.0001191098,0.0001219572,0.0002000768,0.0001860067],"domain_scores_gemma":[0.9984286,0.0004098677,0.0005023678,0.00007880741,0.0002736397,0.0003066087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006443298,0.00005888573,0.9598218,0.0001208546,0.00007285036,0.01484582,0.0004293196,0.00009232415,0.00818498,0.00004658405,0.0002064261,0.0154759],"study_design_scores_gemma":[0.00002523616,0.0004380372,0.9287698,0.0001003057,0.00011518,0.06365631,0.0008225418,0.0003117622,0.004000998,0.00006152307,0.001684844,0.00001352009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905688,0.007324451,0.0006366185,0.00005092625,0.00002988417,0.0000190818,0.00007343016,0.00001286024,0.001283978],"genre_scores_gemma":[0.9980929,0.001235081,0.0003388087,0.00003985278,0.00002287926,0.000005157729,0.00006760754,0.000003135758,0.0001945468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002209616,"threshold_uncertainty_score":0.006431878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04068598856850909,"score_gpt":0.3246273656244688,"score_spread":0.2839413770559597,"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."}}