{"id":"W4410852738","doi":"10.1007/978-3-031-85967-0_10","title":"Langerhans Cell Histiocytosis (LCH)","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Langerhans cell histiocytosis; Medicine; Internal medicine; Disease","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":[0.0001298887,0.0005096131,0.0003182182,0.0007645528,0.0003965075,0.001154711,0.0004344004,0.000684251,0.04940135],"category_scores_gemma":[0.0001890248,0.0001434328,0.0002241044,0.000627566,0.000386399,0.0009183025,0.0006844338,0.001060455,0.02258032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004243728,"about_ca_system_score_gemma":0.0004390717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109354,"about_ca_topic_score_gemma":0.003402299,"domain_scores_codex":[0.9999269,0.00001038231,0.000003260993,0.00001064682,0.00003846992,0.00001031862],"domain_scores_gemma":[0.9999511,0.00002389628,0.000003680507,0.000004301357,0.00001076617,0.000006306981],"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":[0.0000386814,0.00008472824,0.0001315141,0.0005281177,0.000005596326,0.0007870908,0.0001759532,0.0002190271,0.0034201,0.06004928,0.4743406,0.4602193],"study_design_scores_gemma":[0.000002567117,0.00001038147,0.0001323485,0.0001187761,0.000002084431,0.001078761,0.00002973457,0.00003990614,0.00031127,0.005890708,0.992381,0.000002462985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001118717,0.1112548,0.0031523,0.001813236,0.00461979,0.0000652672,0.0001888756,0.0001922362,0.8775948],"genre_scores_gemma":[0.004856096,0.05080081,0.002470611,0.001798313,0.0009862564,0.00004382545,0.00018147,0.00005717889,0.9388055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04940135,"threshold_uncertainty_score":0.165264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197019771965879,"score_gpt":0.2313599735157482,"score_spread":0.2193897757960895,"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."}}