{"id":"W4411058671","doi":"10.14740/jh2055","title":"Amyloid Light Chain Amyloidosis Masquerading as Scleroderma: A Diagnostic Challenge","year":2025,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Allegheny Health Network","keywords":"Amyloidosis; Medicine; Amyloid (mycology); Scleroderma (fungus); Pathology; Immunoglobulin light chain; Serum amyloid A; Dermatology; Immunology; Antibody; Inflammation","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":[0.001595917,0.001096594,0.001478099,0.001431698,0.001559532,0.001715647,0.0008420933,0.00316943,0.001390328],"category_scores_gemma":[0.005903338,0.0003816849,0.0003925386,0.0007971814,0.001082585,0.002590181,0.001156817,0.002860601,0.0008820993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006725925,"about_ca_system_score_gemma":0.0008508108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006843709,"about_ca_topic_score_gemma":0.001102292,"domain_scores_codex":[0.9990605,0.0002328727,0.0001508698,0.00009980356,0.0002329005,0.0002230024],"domain_scores_gemma":[0.9972612,0.001138087,0.0003487252,0.0001274247,0.0004176004,0.0007070017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003221026,0.0003045735,0.1382713,0.0003201588,0.00004514319,0.749827,0.0009631939,0.0005894036,0.003671264,0.001565176,0.01061986,0.09350083],"study_design_scores_gemma":[0.00005049508,0.0002773682,0.02905095,0.00043302,0.0000603738,0.9549214,0.001866414,0.001609516,0.0009995394,0.004158094,0.006532667,0.00004016496],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8218071,0.06093966,0.01190814,0.08088881,0.001298821,0.0002724407,0.0003027172,0.0004614559,0.02212082],"genre_scores_gemma":[0.971159,0.01315147,0.004520667,0.005617311,0.004507982,0.00005645175,0.0001990827,0.00003886875,0.0007491058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00316943,"threshold_uncertainty_score":0.008440077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008657809613710469,"score_gpt":0.2689492253584894,"score_spread":0.2602914157447789,"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."}}