{"id":"W2980865908","doi":"10.1186/s12882-019-1569-6","title":"A case report on lipofuscin deposition in a graft biopsy two years after kidney transplantation: an insignificant bystander or a pathogenic benefactor?","year":2019,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; McGill University","funders":"McGill University Health Centre; McGill University","keywords":"Medicine; Bystander effect; Nephrology; Lipofuscin; Kidney transplantation; Transplantation; Internal medicine; Biopsy; Surgery; Pathology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001328185,0.0001988736,0.0003470089,0.0002588036,0.00002701541,0.0000154773,0.00004228866,0.0001397802,0.0004076627],"category_scores_gemma":[0.00001064555,0.0001522816,0.0001035384,0.0002226738,0.00003395952,0.0001053645,0.000004881704,0.0001523563,0.00008470799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007698325,"about_ca_system_score_gemma":0.0001864393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002887446,"about_ca_topic_score_gemma":0.001386342,"domain_scores_codex":[0.9985318,0.0001320046,0.0004112224,0.0004581582,0.0001957502,0.0002710672],"domain_scores_gemma":[0.9992301,0.00008506214,0.00009418152,0.0003382326,0.00003573068,0.0002166853],"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":[0.01419711,0.0006884483,0.4413144,0.0002749483,0.0001625979,0.528833,0.001231048,0.00006879188,0.01256517,0.0001353529,0.000006834196,0.0005222411],"study_design_scores_gemma":[0.01393867,0.002023902,0.7205246,0.0002277432,0.0003641372,0.261098,0.0001074277,0.0002632976,0.001002352,0.00004397161,0.0001317888,0.0002740753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980696,0.00002827078,0.0004553707,0.0001147778,0.0001697446,0.0008198486,0.00009396386,0.00004626575,0.0002021721],"genre_scores_gemma":[0.9957094,0.00003395473,0.00187025,0.001539721,0.00005966335,0.0001274237,0.0003943297,0.00002897926,0.0002362654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2792102,"threshold_uncertainty_score":0.6209864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716568165492914,"score_gpt":0.3018751843341301,"score_spread":0.274709502679201,"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."}}