{"id":"W4416534299","doi":"10.1177/12034754251396555","title":"Solitary Congenital Self-Healing Langerhans Cell Histiocytosis","year":2025,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Langerhans cell histiocytosis; Histiocytosis; Congenital disease; Biopsy; Langerhans cell","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002863669,0.0001532092,0.0006926722,0.0003971051,0.00008325168,0.000007955199,0.00004106334,0.00008242643,0.0001138646],"category_scores_gemma":[0.000221632,0.000107326,0.000154304,0.000179691,0.00009252804,0.00004696484,0.00001241485,0.000203292,0.000004639944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070345,"about_ca_system_score_gemma":0.0003732122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007141261,"about_ca_topic_score_gemma":0.000006361262,"domain_scores_codex":[0.9987558,0.00003721717,0.0005902532,0.0001272795,0.0002841092,0.0002053949],"domain_scores_gemma":[0.9986969,0.0005786068,0.0001944822,0.0001224609,0.0002010085,0.0002065109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003211452,0.002824538,0.2473452,0.002604272,0.004019148,0.04382217,0.005774897,0.00001660738,0.003948633,0.0003653469,0.5895239,0.09654377],"study_design_scores_gemma":[0.02045747,0.00589835,0.01456329,0.007879257,0.01404386,0.06391064,0.0127324,0.001211659,0.002642809,0.002725148,0.8527052,0.001229896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517174,0.01882009,0.0001656471,0.005618978,0.0007888906,0.0001287011,0.00000385741,0.00002991996,0.02272654],"genre_scores_gemma":[0.9913744,0.003677068,0.0003793176,0.001917005,0.0002848266,0.000001528424,0.000007844421,0.00001349811,0.002344491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2631813,"threshold_uncertainty_score":0.4376629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147043886737737,"score_gpt":0.2639252194496683,"score_spread":0.2492208307758946,"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."}}