{"id":"W4283717217","doi":"10.1056/nejmc2203820","title":"Nonoperative Management of Childhood Calvarial Langerhans-Cell Histiocytosis","year":2022,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Rare Disease Foundation","keywords":"Langerhans cell histiocytosis; Medicine; Histiocytosis; Dermatology; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003526816,0.0005936614,0.0006132728,0.0007655716,0.002156718,0.0008843215,0.0006923223,0.00683112,0.002337266],"category_scores_gemma":[0.004396707,0.0003228844,0.0007387091,0.0004999712,0.001454199,0.0007373572,0.0006423487,0.006435559,0.0006025732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002431912,"about_ca_system_score_gemma":0.001500048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003683349,"about_ca_topic_score_gemma":0.01078853,"domain_scores_codex":[0.9994032,0.0000975046,0.00006787666,0.00005110121,0.0001874594,0.000192881],"domain_scores_gemma":[0.9984015,0.0007327166,0.0002126334,0.00005489445,0.0001413291,0.0004569085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008101745,0.00008836993,0.01254964,0.00007883747,0.00002212217,0.9463946,0.0001334616,0.0003923605,0.0008815126,0.001889185,0.02935465,0.008134207],"study_design_scores_gemma":[0.00006727924,0.0001246152,0.01284738,0.0001675484,0.00002596323,0.957579,0.0003936141,0.001123796,0.0006475006,0.001622346,0.02538265,0.00001837456],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3349351,0.03799998,0.004383756,0.4688248,0.02027188,0.0001419861,0.0003308761,0.0003330194,0.1327785],"genre_scores_gemma":[0.8990117,0.008822072,0.002067239,0.05650742,0.01793385,0.00005968535,0.0001761768,0.0000701434,0.01535177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00683112,"threshold_uncertainty_score":0.01764488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419247240199718,"score_gpt":0.2509412031225939,"score_spread":0.2367487307205967,"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."}}