{"id":"W4389502785","doi":"10.1016/b978-0-443-15717-2.00022-6","title":"Langerhans Cell Histiocytosis","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Langerhans cell histiocytosis; Medicine; Disease; Histiocytosis; Oncology; Cancer research; Internal medicine","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":[0.0001103652,0.0007009396,0.0003626585,0.0009750917,0.0003845902,0.001163215,0.0003907625,0.0008587869,0.1137069],"category_scores_gemma":[0.0001420156,0.0001990168,0.0002105309,0.0006660675,0.0003426185,0.0009101164,0.000718585,0.001238227,0.06329048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003613056,"about_ca_system_score_gemma":0.0002975148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009371217,"about_ca_topic_score_gemma":0.002927589,"domain_scores_codex":[0.9999416,0.00000754605,0.000003387604,0.00001010861,0.00002970357,0.000007755116],"domain_scores_gemma":[0.9999497,0.00002104284,0.000003744477,0.000006266849,0.00001100004,0.000008340191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003702683,0.00008373221,0.0001751226,0.0003918387,0.000008818217,0.001057612,0.0001577949,0.0002513894,0.004540286,0.02868895,0.3727566,0.5918508],"study_design_scores_gemma":[0.000003666968,0.00001202825,0.0001755542,0.0001392869,0.000003128631,0.001256297,0.00002601283,0.00005198268,0.0003145957,0.003549671,0.9944653,0.000002496504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008891562,0.06293429,0.001773982,0.00113191,0.002170573,0.00003202245,0.0001239071,0.0001766724,0.9307675],"genre_scores_gemma":[0.002401268,0.01935692,0.0009848602,0.0006728312,0.0004678208,0.00002170683,0.00009747087,0.00003828063,0.9759589],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1137069,"threshold_uncertainty_score":0.3803874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252772543504282,"score_gpt":0.2467412905103788,"score_spread":0.224213565075336,"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."}}