{"id":"W3038304163","doi":"10.1017/s1431927600035406","title":"Immunogold Labeling for Igg, Immunoglobulin Light Chains and P-Component in Fibrillary and Immunotactoid Glomerular Nephritis","year":2000,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Pathology; Immunogold labelling; Glomerular basement membrane; Fibril; Immunoglobulin light chain; Paraproteinemias; Chemistry; Medicine; Antibody; Glomerulonephritis; Monoclonal; Ultrastructure; Monoclonal antibody; Immunology; Kidney; Biochemistry; 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"],"consensus_categories":[],"category_scores_codex":[0.0002206487,0.0003784038,0.0005523509,0.0001464808,0.0002488601,0.0001210059,0.0001387198,0.0002397863,0.0000514107],"category_scores_gemma":[0.00002487654,0.0003779984,0.0001761475,0.0001843876,0.0001444927,0.00001867583,0.0001377181,0.0001060714,0.000005456468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003817954,"about_ca_system_score_gemma":0.00003005589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004740798,"about_ca_topic_score_gemma":0.000118625,"domain_scores_codex":[0.9982111,0.00007580925,0.0004605702,0.0007136156,0.00008053746,0.0004583217],"domain_scores_gemma":[0.9993038,0.00004301717,0.000109638,0.0003989481,0.00004241883,0.000102145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002479253,0.00009792369,0.02633601,0.00006125966,0.0005186833,0.000009847056,0.0002080382,0.0000073593,0.9543229,0.000006480601,0.0001767551,0.01800686],"study_design_scores_gemma":[0.004595052,0.0003763681,0.03334991,0.000149696,0.0005375435,0.0001414813,0.0003146063,0.00007498063,0.874104,0.00003481021,0.08550858,0.0008130139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8720372,0.1268487,0.00006447879,0.0005166285,0.0000333811,0.000342767,0.0001047484,0.00001406367,0.00003811382],"genre_scores_gemma":[0.9089649,0.0864408,0.002845053,0.0004928663,0.00005995999,0.00008041564,0.0003145731,0.00004660283,0.0007547956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08533183,"threshold_uncertainty_score":0.9998672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005196471354652542,"score_gpt":0.2449982888758321,"score_spread":0.2398018175211796,"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."}}