{"id":"W4283524538","doi":"10.1016/j.xkme.2022.100504","title":"Serum Amyloid A Protein–Associated Kidney Disease: Presentation, Diagnosis, and Management","year":2022,"lang":"en","type":"review","venue":"Kidney Medicine","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"Otsuka America; Baxter International; GlaxoSmithKline; Bayer; AstraZeneca","keywords":"Medicine; Presentation (obstetrics); Amyloid (mycology); Kidney disease; Disease; Kidney; Pathology; Internal medicine; Surgery","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004298163,0.0008527812,0.001442767,0.0002623936,0.0002749865,0.00003729088,0.0005384283,0.0002506145,0.001376001],"category_scores_gemma":[0.002206924,0.0006920215,0.0003659901,0.000447445,0.0002462504,0.000008963253,0.0006829781,0.0003087118,0.00002819672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002131386,"about_ca_system_score_gemma":0.0004942453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005584503,"about_ca_topic_score_gemma":0.000008715932,"domain_scores_codex":[0.9961919,0.0005072591,0.0008327576,0.001237638,0.0006350543,0.0005954469],"domain_scores_gemma":[0.9969044,0.00009674848,0.0006163191,0.0009706152,0.00006140789,0.001350532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005266365,0.0006760454,0.004438319,0.02062575,0.003536851,0.0002872486,0.00006371188,3.962664e-7,0.00001176491,0.0001706979,0.7383855,0.2317511],"study_design_scores_gemma":[0.001520429,0.0003319349,0.0005136502,0.007080519,0.003146896,0.00001456633,0.00004426375,8.10581e-7,0.00002258562,0.00003198279,0.9866906,0.0006017122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000529318,0.9889552,0.000007639589,0.003865436,0.0004720342,0.004163686,0.001379397,0.00007960282,0.001024059],"genre_scores_gemma":[0.00006917199,0.9669129,0.00007718236,0.003092243,0.000454713,0.009404251,0.01266997,0.0001600864,0.0071595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2483052,"threshold_uncertainty_score":0.9995531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146229718732562,"score_gpt":0.3282136407350364,"score_spread":0.2967513435477108,"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."}}