{"id":"W4413270532","doi":"10.1111/ejh.70018","title":"The Clinicopathologic Spectrum of Rosai–Dorfman–Destombes Disease in Adults: An Analysis of 16 Cases","year":2025,"lang":"en","type":"article","venue":"European Journal Of Haematology","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"Victoria General Hospital Foundation","keywords":"Rosai–Dorfman disease; Medicine; Dermatology; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006704066,0.0001073847,0.0007429098,0.0004803412,0.00003927084,0.000004819058,0.0001834415,0.00002152595,0.00004391681],"category_scores_gemma":[0.0007276454,0.00006549929,0.0002528393,0.0004803819,0.0002612143,0.00003776184,0.00003680771,0.0001436439,0.000003726264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003547864,"about_ca_system_score_gemma":0.0001369512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003049356,"about_ca_topic_score_gemma":0.0001592356,"domain_scores_codex":[0.9981138,0.0005404495,0.0009311425,0.0001324666,0.0001327737,0.0001494264],"domain_scores_gemma":[0.9986393,0.0002810727,0.0005594725,0.00030701,0.0001204601,0.00009267691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002902703,0.00140557,0.9604951,0.0001499145,0.0009394129,0.02587207,0.000472827,0.0002016534,0.00001528012,0.002193218,0.0002188496,0.00513338],"study_design_scores_gemma":[0.004520881,0.002097574,0.9852731,0.0006751459,0.003344032,0.0009410137,0.001287526,0.0004258867,0.0001094836,0.0005977406,0.0006346839,0.00009294396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939181,0.003130602,0.000137062,0.0007065458,0.0001306143,0.00009500596,0.00001189432,0.000004503245,0.001865702],"genre_scores_gemma":[0.9991393,0.0004926341,0.0001350847,0.00009358348,0.000013127,7.368857e-7,0.000007343905,0.000008503088,0.0001096681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02493106,"threshold_uncertainty_score":0.2670984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498361014097837,"score_gpt":0.3092551246069061,"score_spread":0.2942715144659277,"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."}}