{"id":"W12950544","doi":"10.1093/pch/15.2.69","title":"Langerhans cell histiocytosis: A complex recurrent disease","year":2010,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Langerhans cell histiocytosis; Diabetes insipidus; Medicine; Birbeck granules; Histiocytosis; Polyuria; Pathology; Surgery; Radiology; Langerhans cell; Internal medicine; Disease; Endocrinology; Diabetes mellitus","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":[0.0001834471,0.0002073976,0.0003453661,0.0001606399,0.000279006,0.00001854661,0.0001008782,0.00006924714,0.0003306325],"category_scores_gemma":[0.00009347759,0.000180397,0.0001432619,0.0002862867,0.00004918652,0.00003493394,0.00003546243,0.0004304783,0.0003227644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789551,"about_ca_system_score_gemma":0.0006131392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001926297,"about_ca_topic_score_gemma":0.0001354374,"domain_scores_codex":[0.9984406,0.00003561527,0.0003381699,0.0003671046,0.0003572638,0.0004612858],"domain_scores_gemma":[0.9983644,0.00004386896,0.0001520073,0.0004339359,0.00007144959,0.0009342946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008774879,0.01085709,0.4692365,0.002707228,0.0001609724,0.0003266914,0.002601692,0.000007385913,0.00007268629,0.005089407,0.3378141,0.1702488],"study_design_scores_gemma":[0.006100895,0.0007236728,0.4068409,0.00008830951,0.0003600837,0.00003164064,0.00008887357,0.0004928771,0.00001004965,0.0003974187,0.5844575,0.0004078381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7706203,0.03113474,0.0009317923,0.0803164,0.005119114,0.004921157,0.001313193,0.0009536931,0.1046896],"genre_scores_gemma":[0.9911232,0.001491022,0.001719988,0.003799374,0.000681776,0.00004916502,0.0005097961,0.00003986173,0.0005857909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2466434,"threshold_uncertainty_score":0.7356375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832694214788311,"score_gpt":0.2869958368566839,"score_spread":0.2686688947088008,"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."}}