{"id":"W2077344703","doi":"10.1046/j.1365-2141.2002.03232.x","title":"THE LANGERHANS CELL HISTIOCYTOSIS X FILES REVEALED","year":2002,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"Louisiana State University; Yale University","keywords":"Langerhans cell histiocytosis; Histiocytosis X; Histiocytosis; Medicine; Dermatology; Pathology","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":[0.0001276317,0.00007823573,0.0003636157,0.00004817446,0.0001653752,0.00002496774,0.0001028832,0.00006612509,0.0006207724],"category_scores_gemma":[0.000177641,0.00006059218,0.0001409906,0.00007596292,0.0001170602,0.00003800227,0.00001358668,0.0001810999,0.00009647285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005162409,"about_ca_system_score_gemma":0.00003977578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004204388,"about_ca_topic_score_gemma":0.00004927592,"domain_scores_codex":[0.9991254,0.00005899167,0.0003687375,0.00008499307,0.000167474,0.0001944481],"domain_scores_gemma":[0.9993024,0.0001290617,0.0002161057,0.0001135319,0.0001337254,0.0001052147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0001760693,0.001293685,0.007698704,0.0001615751,0.0004468669,0.1303351,0.0005132101,0.000002937675,0.000162248,0.0003959886,0.7152441,0.1435695],"study_design_scores_gemma":[0.007590182,0.0009204962,0.005405299,0.0005953386,0.0006252513,0.6313886,0.0006102929,0.0001357862,0.0005097103,0.0007663834,0.3512305,0.0002221149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93048,0.03967629,0.00008921496,0.003533838,0.0004005562,0.0001537592,0.00001263028,0.00001710569,0.02563661],"genre_scores_gemma":[0.9874977,0.004829655,0.0006011912,0.000322197,0.00007780879,0.000004756138,0.000002761044,0.00001439062,0.006649579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5010535,"threshold_uncertainty_score":0.6797023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381003149728896,"score_gpt":0.2260560722221078,"score_spread":0.2122460407248188,"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."}}