{"id":"W4293553352","doi":"10.14740/jh1020","title":"Experiences of a Single Center in One Hundred Ninety-Four Adult Patients With Langerhans Cell Histiocytosis","year":2022,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Langerhans cell histiocytosis; Histiocytosis; Radiation therapy; Single Center; Disease; Histiocyte; Retrospective cohort study; Chemotherapy; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005793543,0.00007682159,0.0004344417,0.0001909599,0.00003481083,0.000002219477,0.00007618605,0.00002951805,0.0002690194],"category_scores_gemma":[0.00003379998,0.00006388251,0.00006319121,0.000150363,0.00005655142,0.00003869642,0.00002559531,0.000128524,0.000001958318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196091,"about_ca_system_score_gemma":0.00008849329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002718069,"about_ca_topic_score_gemma":0.00002346206,"domain_scores_codex":[0.9990227,0.00005074111,0.0003964992,0.00009497973,0.0002900254,0.0001450451],"domain_scores_gemma":[0.9993119,0.00003357681,0.0003596426,0.00009396654,0.000141596,0.00005937746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003146567,0.01398518,0.9550744,0.0002046972,0.0002666272,0.0010676,0.02144814,0.00003038911,0.0006386386,0.0001303925,0.002127611,0.001879765],"study_design_scores_gemma":[0.2616482,0.09623893,0.3843785,0.002953536,0.002418057,0.01504611,0.1774602,0.0003219878,0.03829944,0.0007821206,0.01851907,0.00193389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980251,0.0002616285,0.0000310168,0.0002555771,0.0001503626,0.0001234861,0.000006834736,0.000003166414,0.001142808],"genre_scores_gemma":[0.9988533,0.00000902094,0.0008505791,0.0001328959,0.00001086681,0.00001463578,0.000008728414,0.000009875992,0.000110081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5706959,"threshold_uncertainty_score":0.2945574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421010973327553,"score_gpt":0.2227081309203531,"score_spread":0.2084980211870776,"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."}}