{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007728728,0.0004276292,0.0003485699,0.0008577753,0.001410149,0.001094502,0.0005030972,0.0005324878,0.00428865],"category_scores_gemma":[0.002386642,0.0005035991,0.0003423278,0.00109621,0.0005926925,0.0008739304,0.001282307,0.0005755114,0.0008039112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009320643,"about_ca_system_score_gemma":0.001299365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003619556,"about_ca_topic_score_gemma":0.00562908,"domain_scores_codex":[0.9989697,0.0002392847,0.0001314797,0.0002069208,0.0001909468,0.0002617626],"domain_scores_gemma":[0.9976321,0.0003081854,0.0007506491,0.0001480014,0.0002214703,0.0009395138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009486605,0.0001774967,0.9882259,0.00002861543,0.00002235085,0.004548314,0.001032977,0.00005055562,0.0002914385,0.0000461054,0.0004536429,0.005027744],"study_design_scores_gemma":[0.00008769082,0.001875447,0.9376898,0.0001522572,0.00009319909,0.0415892,0.01312931,0.000474906,0.0007306549,0.0001590709,0.003958383,0.00006000813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981438,0.0004745072,0.0001926592,0.0001344633,0.00001918665,0.00003452539,0.0001562979,0.00001119374,0.0008334034],"genre_scores_gemma":[0.998584,0.0004478625,0.0002574769,0.0001341805,0.00003533809,0.00002684189,0.0002213394,0.000006434906,0.0002865361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00428865,"threshold_uncertainty_score":0.01434696,"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."}}