{"id":"W3201781554","doi":"10.14740/jmc3759","title":"Polyneuropathy, Organomegaly, Endocrinopathy, Monoclonal Protein, and Skin Changes Associated With Castleman Disease: A Common Misdiagnosis","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Organomegaly; POEMS syndrome; Polyneuropathy; Castleman disease; Hepatosplenomegaly; Anasarca; Pathology; Dermatology; Disease; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002871574,0.0002093367,0.0005565971,0.0001070095,0.00009676525,0.00004922345,0.000118547,0.00008044993,0.0006128853],"category_scores_gemma":[0.003160729,0.0001469009,0.0001140476,0.0002656379,0.0002003354,0.0000866535,0.00009694304,0.0005281648,0.000001588691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004880191,"about_ca_system_score_gemma":0.000574323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005530414,"about_ca_topic_score_gemma":0.0005158386,"domain_scores_codex":[0.997541,0.0002157244,0.0004018747,0.0002255981,0.001303964,0.0003118912],"domain_scores_gemma":[0.9979849,0.0003021915,0.0002655972,0.0001680637,0.0002833298,0.0009958431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.003723332,0.004465359,0.2592439,0.0007970156,0.0005773804,0.6361087,0.0006755212,0.000004465038,0.005764598,0.0001363139,0.02161514,0.06688833],"study_design_scores_gemma":[0.01707765,0.01096236,0.8266961,0.005948873,0.00142516,0.0862396,0.002581616,0.0002571158,0.009072354,0.0001114591,0.0387452,0.0008824939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707865,0.00735713,0.000009057902,0.02141606,0.000137879,0.0001541237,0.00002852544,0.00002033016,0.00009046534],"genre_scores_gemma":[0.9941811,0.001771433,0.00006710112,0.003379942,0.0003240718,0.000009427722,0.00001158347,0.00003422498,0.0002211218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5674523,"threshold_uncertainty_score":0.6710665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870018834670924,"score_gpt":0.2699029723507222,"score_spread":0.251202784004013,"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."}}