{"id":"W2921095462","doi":"10.1097/mph.0000000000001439","title":"Langerhans Cell Histiocytosis With Vertebral Involvement Diagnosed and Treated Over the Last 15 Years in a Single Canadian Pediatric Academic Institution","year":2019,"lang":"en","type":"article","venue":"Journal of Pediatric Hematology/Oncology","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Langerhans cell histiocytosis; Histiocytosis; Lesion; Vertebral body; Chemotherapy; Disease; Histiocytosis X; Surgery; Radiology; Pediatrics; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003041938,0.0001813646,0.000593008,0.000677444,0.00005680991,0.000009299814,0.0001179427,0.0003156508,0.0001007459],"category_scores_gemma":[0.00008310127,0.0001215056,0.00007040839,0.0005101452,0.00008644244,0.0001059717,0.00002617198,0.0005489222,0.0000446386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008731,"about_ca_system_score_gemma":0.001677101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003951215,"about_ca_topic_score_gemma":0.02028299,"domain_scores_codex":[0.998548,0.0001140551,0.0005299346,0.0002074691,0.0002245458,0.0003760044],"domain_scores_gemma":[0.9988863,0.0002049359,0.0003891066,0.0001426582,0.00009276677,0.0002842394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002056569,0.000459067,0.9920202,0.00007179772,0.00005775743,0.001736635,0.00088721,0.0000146907,0.00003216678,0.00005790352,0.003553007,0.0009039031],"study_design_scores_gemma":[0.02186307,0.005660745,0.9511261,0.00006392012,0.001599511,0.001750246,0.001221651,0.00009207228,0.00006453802,0.00007119307,0.01617467,0.0003122876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941097,0.003034985,0.000007744835,0.000755438,0.000266759,0.0004442286,0.000008709052,0.000009117897,0.001363283],"genre_scores_gemma":[0.9975661,0.001414172,0.0001556669,0.0005000222,0.0002250996,0.00001631892,0.00001068472,0.00001786216,0.00009409795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04089411,"threshold_uncertainty_score":0.9975943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437118821520832,"score_gpt":0.2555440286143867,"score_spread":0.2411728403991784,"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."}}