{"id":"W2158332141","doi":"10.1002/pbc.20479","title":"Cutaneous Langerhans cell histiocytosis in children under one year","year":2005,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Histiocytosis Association","keywords":"Medicine; Langerhans cell histiocytosis; Histiocytosis; Incidence (geometry); Disease; Dermatology; Retrospective cohort study; Pediatrics; Surgery; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003540875,0.0001578633,0.0002634295,0.0001530305,0.0000400745,0.00001012034,0.00006990742,0.00009418753,0.001106618],"category_scores_gemma":[0.000009430474,0.0001501269,0.00007190293,0.0002951482,0.00002193311,0.00003973617,0.00002116963,0.0001560104,0.0003079678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001974116,"about_ca_system_score_gemma":0.0001962672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001252833,"about_ca_topic_score_gemma":0.0003622475,"domain_scores_codex":[0.9989805,0.00001357631,0.00021014,0.0002495119,0.0002408933,0.0003053412],"domain_scores_gemma":[0.9995456,0.00002030938,0.00006118697,0.0002094562,0.00003260317,0.0001308919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006646679,0.001742467,0.9900777,0.00006339271,0.000129315,0.00002951159,0.0002456509,0.0001264158,0.00005529798,0.00003361805,0.003272343,0.00415778],"study_design_scores_gemma":[0.03493846,0.001116725,0.9309593,0.000161867,0.008898363,0.0002848714,0.0002287652,0.0001587936,0.002309704,0.0002305925,0.01928686,0.001425634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816356,0.007619804,0.00001169026,0.0006587747,0.00007746668,0.0003314642,0.00005091188,0.0000610271,0.009553224],"genre_scores_gemma":[0.9897795,0.003752794,0.0005331598,0.0005040028,0.0008636129,0.00006452447,0.00003856857,0.00003465925,0.004429156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05911838,"threshold_uncertainty_score":0.9998065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00876582203288006,"score_gpt":0.2373931678408771,"score_spread":0.228627345807997,"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."}}