{"id":"W4412637304","doi":"10.1002/ppul.71161","title":"To the Editor: A Case of Pulmonary and Bone Langerhans Cell Histiocytosis in a Teenager","year":2025,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Langerhans cell histiocytosis; Histiocytosis; Pathology; Dermatology; Disease","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":[0.0001076441,0.0001087612,0.000275448,0.0003473685,0.00004469727,0.000003608454,0.00005451747,0.0001022018,0.00002471847],"category_scores_gemma":[0.00008421223,0.00007808851,0.00003985118,0.0004665349,0.00004814309,0.00001757839,0.0000685129,0.0001231166,0.00002126736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006894248,"about_ca_system_score_gemma":0.0001027177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008749191,"about_ca_topic_score_gemma":0.0001976503,"domain_scores_codex":[0.9992422,0.00003570483,0.0002330018,0.0002263566,0.00006195109,0.0002007261],"domain_scores_gemma":[0.9995051,0.0001194889,0.00004946615,0.0002337223,0.00003327244,0.00005894963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007940119,0.002627674,0.8277572,0.000782268,0.0001227216,0.01293571,0.001591764,0.00002053647,0.000548764,0.0004608531,0.08827461,0.06408382],"study_design_scores_gemma":[0.01954792,0.002702636,0.5554145,0.0002300354,0.004965001,0.008304314,0.004909345,0.003446332,0.0008631439,0.002880055,0.3953549,0.001381768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805253,0.00540691,0.00008599371,0.003763304,0.0006020868,0.0004658935,0.0000220323,0.00002108377,0.009107369],"genre_scores_gemma":[0.9963085,0.0004576095,0.0001949069,0.0003256775,0.0003783864,0.00008077308,0.000007062,0.000008401279,0.002238682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3070803,"threshold_uncertainty_score":0.3184357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005487092455343555,"score_gpt":0.2473392206754997,"score_spread":0.2418521282201561,"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."}}