{"id":"W2023337722","doi":"10.1002/pbc.21690","title":"Thymic Langerhans cell histiocytosis mimicking lymphoma","year":2008,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Langerhans cell histiocytosis; Medicine; Multisystem disease; Lymphoma; Pathology; Blood cancer; Disease; Organ system; Histiocytosis; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003845648,0.000204658,0.0003115605,0.0001403198,0.000172081,0.000008367608,0.00008614496,0.00009589261,0.000557296],"category_scores_gemma":[0.00001818653,0.0001815373,0.0001367838,0.0003347052,0.00004536371,0.00005390294,0.00002665649,0.00008480639,0.0002149775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001643151,"about_ca_system_score_gemma":0.0004341453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129417,"about_ca_topic_score_gemma":0.00004568388,"domain_scores_codex":[0.9987698,0.00001543463,0.0002280075,0.0003365426,0.0002950727,0.0003551585],"domain_scores_gemma":[0.9993536,0.00003440686,0.00009711365,0.0002653741,0.0000704707,0.0001790413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001276199,0.001909948,0.9582373,0.0003531929,0.0002406313,0.0007870499,0.001152405,0.00001559761,0.0003851555,0.00001923201,0.02877296,0.007998941],"study_design_scores_gemma":[0.05742889,0.001710157,0.7092414,0.0002645498,0.01607411,0.001366361,0.000355815,0.0003626307,0.01258215,0.0001417735,0.198157,0.002315121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655977,0.01801041,0.00002609167,0.0002449033,0.0003463115,0.0002478242,0.00004023527,0.0001178439,0.01536863],"genre_scores_gemma":[0.9817787,0.009610801,0.0004336547,0.0005172698,0.0008224693,0.00009944275,0.00003092044,0.00004340264,0.006663313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2489958,"threshold_uncertainty_score":0.7402875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827968154398922,"score_gpt":0.2436156130133172,"score_spread":0.225335931469328,"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."}}