{"id":"W2012117645","doi":"10.1159/000168092","title":"Fibrillary Glomerulonephritis in a Patient with Metastatic Carcinoma of the Liver","year":2008,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Glomerulopathy; Pathology; Adenocarcinoma; Glomerulonephritis; Metastatic carcinoma; Renal biopsy; Glomerular basement membrane; Glial fibrillary acidic protein; Nephrotic syndrome; Biopsy; Kidney; Carcinoma; Gastroenterology; Internal medicine; Cancer; Immunohistochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00007272273,0.0001464435,0.000405154,0.00009115636,0.00003775331,0.000002197414,0.0001947946,0.0000378718,0.00001284882],"category_scores_gemma":[0.00004369104,0.00009419737,0.0001519634,0.0002232592,0.0006485393,0.000006050945,0.00007773625,0.0001134016,0.000001302931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002824854,"about_ca_system_score_gemma":0.0001720501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002468705,"about_ca_topic_score_gemma":0.0001086065,"domain_scores_codex":[0.998845,0.0002347067,0.0003816356,0.0001530264,0.0001678663,0.0002177107],"domain_scores_gemma":[0.9989311,0.00006096261,0.0005849072,0.0002502932,0.0001071,0.00006563646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0010772,0.0004027021,0.941626,0.00001573397,0.0005918941,0.001284439,0.001014176,0.0003361623,0.03146648,0.00001817613,0.002425253,0.01974179],"study_design_scores_gemma":[0.002009798,0.008772735,0.9413303,0.00003333828,0.0001305907,0.01075152,0.0005676599,0.000008633679,0.02718155,0.00001543336,0.009004022,0.0001943979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963865,0.002744431,0.00004125338,0.0006047797,0.00004206944,0.0001157962,0.00001007872,0.000001308568,0.00005379047],"genre_scores_gemma":[0.9951108,0.001576231,0.001568543,0.001664349,0.00004084217,0.000007698512,0.000002391483,0.00001662383,0.00001258717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01954739,"threshold_uncertainty_score":0.3841257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008013001456779495,"score_gpt":0.2178090766936414,"score_spread":0.2097960752368619,"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."}}