{"id":"W2161616892","doi":"10.1136/adc.2008.144527","title":"Incidence and clinical features of Langerhans cell histiocytosis in the UK and Ireland","year":2008,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":207,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Incidence (geometry); Epidemiology; Pediatrics; Langerhans cell histiocytosis; Histiocytosis; Cancer registry; Disease; 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":[0.00006251431,0.00007973673,0.0002183509,0.0000816934,0.00002590482,0.000001925803,0.000058199,0.00002256077,0.000004660575],"category_scores_gemma":[0.0001211543,0.0000536993,0.00005054114,0.00006853849,0.0003013272,0.00001897811,0.00003102638,0.0001032421,3.978748e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004007738,"about_ca_system_score_gemma":0.00007807443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00024219,"about_ca_topic_score_gemma":0.000128141,"domain_scores_codex":[0.9993567,0.00005781236,0.0002223163,0.0001549022,0.0001151765,0.00009307286],"domain_scores_gemma":[0.9993538,0.000337818,0.00005785099,0.0001595301,0.000005729946,0.00008524512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002370851,0.0009587266,0.9917086,0.00006398305,0.00002004074,0.00008340386,0.003107638,0.000001318589,0.00001096601,0.00006145788,0.00005759137,0.003689176],"study_design_scores_gemma":[0.00271307,0.000224003,0.9957848,0.0001846239,0.00007739153,0.00001198661,0.0001539867,0.00001949528,0.00002256723,0.0007437899,0.00001845427,0.00004588971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933032,0.003297645,0.000002786607,0.0003017105,0.00001053871,0.0002264394,0.00003072379,0.000002946092,0.002823958],"genre_scores_gemma":[0.9973227,0.002233414,0.0002514307,0.00010721,0.00001229952,0.000007262635,0.000013811,0.000005205355,0.0000466032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004076128,"threshold_uncertainty_score":0.2189794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106209557141609,"score_gpt":0.2702386650632781,"score_spread":0.259176569491862,"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."}}