{"id":"W4386006422","doi":"10.1002/9781118441213.rtd0137","title":"Cutaneous Histiocytoses","year":2016,"lang":"en","type":"other","venue":"","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Histiocyte; Histiocytosis; Juvenile xanthogranuloma; Langerhans cell histiocytosis; Medicine; Pathology; Histiocytosis X; Disease","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":["insufficient_payload"],"category_scores_codex":[0.000005870368,0.0001593643,0.0002677359,0.0001059634,0.00001257881,0.000003759553,0.0000347675,0.0001451258,0.1117787],"category_scores_gemma":[0.00001235995,0.00009310909,0.00007277097,0.00002238918,0.0000466996,0.000003678888,0.00001081869,0.00003902244,0.01259381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007190184,"about_ca_system_score_gemma":0.00008609276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001551381,"about_ca_topic_score_gemma":0.00005129369,"domain_scores_codex":[0.9994965,0.000003975008,0.0000830712,0.0001508075,0.0001302498,0.000135427],"domain_scores_gemma":[0.9995957,0.000009829065,0.00004334967,0.0002507291,0.00001113773,0.00008925699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001525522,0.00008906849,0.0001724233,0.00004428725,0.0001532592,0.0003376852,0.0000040036,1.411496e-9,0.000003167798,0.0008390023,0.9787719,0.01956993],"study_design_scores_gemma":[0.0008543315,0.0000819742,0.000007393156,0.0002350197,0.0001494945,0.0002626712,0.000004181348,3.380033e-7,0.000008824913,0.00006256147,0.9982265,0.0001067127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006157131,0.0008231198,0.0001395058,0.00019998,0.0002067594,0.0002350063,0.00003412988,0.0003051363,0.9980502],"genre_scores_gemma":[0.0006771842,0.0003455596,0.000496539,0.0002550631,0.0002075377,0.00001234457,0.00004206603,0.0003110489,0.9976526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09918491,"threshold_uncertainty_score":0.988175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008976935000906086,"score_gpt":0.275686380257337,"score_spread":0.266709445256431,"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."}}