{"id":"W4205222751","doi":"10.1111/hdi.12993","title":"A multicenter study of the clinical, laboratory characteristics, and potential prognostic factors in patients with <scp>amyloid A</scp> amyloidosis on hemodialysis","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Amyloidosis; Familial Mediterranean fever; AL amyloidosis; Internal medicine; Hemodialysis; Gastroenterology; Serum amyloid A; AA amyloidosis; Ferritin; Surgery; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007810564,0.0004075152,0.0004842473,0.0006141982,0.0006586142,0.0004788219,0.0002652677,0.0004526441,0.0009216531],"category_scores_gemma":[0.00130471,0.0003834539,0.0003634378,0.0007974568,0.0003166593,0.000482346,0.0003537101,0.0003962817,0.0002246827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003154101,"about_ca_system_score_gemma":0.0003560124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001964076,"about_ca_topic_score_gemma":0.001599191,"domain_scores_codex":[0.9995341,0.0001308517,0.00005762872,0.0001397746,0.0000602185,0.00007741276],"domain_scores_gemma":[0.9987412,0.0002063214,0.0004011133,0.0000971874,0.000178366,0.0003758201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001602601,0.00008543149,0.9990069,0.00000495636,0.00002123147,0.0001291763,0.00006857526,0.00001237342,0.0001738039,0.000004151103,0.0000350702,0.0002981209],"study_design_scores_gemma":[0.00003753806,0.0007243728,0.9976927,0.000003909784,0.00002617027,0.0008210592,0.0003415416,0.000109946,0.00005977811,0.000007090081,0.0001714426,0.000004513522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997318,0.00004906028,0.00003134966,0.000007584533,0.000003003948,0.000009798169,0.00008807048,7.497011e-7,0.00007848981],"genre_scores_gemma":[0.9995747,0.00003566242,0.00007348011,0.00002254715,0.00001247599,0.000014586,0.0002202469,8.429673e-7,0.00004545746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001964076,"threshold_uncertainty_score":0.004130661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022920637128789,"score_gpt":0.2616293877178961,"score_spread":0.2514001813466082,"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."}}