{"id":"W3103967727","doi":"10.1111/cup.13918","title":"<i><scp>MAP2K1</scp>‐</i>driven mixed Langerhans cell histiocytosis, Rosai‐Dorfman‐Destombes disease and Erdheim‐Chester disease, clonally related to acute myeloid leukemia","year":2020,"lang":"en","type":"article","venue":"Journal of Cutaneous Pathology","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Erdheim–Chester disease; Histiocytosis; Langerhans cell histiocytosis; Histiocyte; Rosai–Dorfman disease; Medicine; Pathology; Malignancy; Pathological; Disease; Myeloid; Malignant histiocytosis; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007702503,0.000395417,0.0001860669,0.0003161589,0.0002914687,0.0003356702,0.0001450559,0.0004259155,0.00151686],"category_scores_gemma":[0.0003498489,0.00009303718,0.0001718691,0.0001728881,0.0003630043,0.0002129929,0.0002777959,0.0003706989,0.0004791358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002031975,"about_ca_system_score_gemma":0.000159282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002450506,"about_ca_topic_score_gemma":0.0004079906,"domain_scores_codex":[0.9999167,0.00001013665,0.000008545748,0.00001817144,0.00001308739,0.00003329244],"domain_scores_gemma":[0.9998462,0.00003364001,0.00005162753,0.00001579207,0.000009249838,0.00004337063],"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":[0.0002804656,0.00007863614,0.07458992,0.0002796756,0.00003685468,0.7827507,0.0003183201,0.0002950927,0.1015072,0.002203067,0.001150841,0.03650921],"study_design_scores_gemma":[0.00001325762,0.0001234978,0.02742164,0.00001760216,0.00002006734,0.9497824,0.00009657904,0.0002679471,0.01549354,0.0004039314,0.00635121,0.000008433141],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747384,0.003313828,0.00273361,0.0004237849,0.00007279206,0.00007994018,0.0002061813,0.0001308251,0.01830074],"genre_scores_gemma":[0.9976101,0.00049012,0.0004866232,0.0001190486,0.00004174599,0.00001080206,0.00006760126,0.000009410335,0.001164604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00151686,"threshold_uncertainty_score":0.005074382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009231692505738529,"score_gpt":0.2341491543786435,"score_spread":0.224917461872905,"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."}}