{"id":"W2316471927","doi":"10.1177/1203475416640795","title":"Multiple Xanthogranulomas in an Adult","year":2016,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Imatinib; Dermatology; Imatinib mesylate; Biopsy; GiST; Surgery; Pathology; Stromal cell; Internal medicine","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":[0.0002669457,0.0001170034,0.0005688553,0.0003391239,0.00002724036,0.000004041309,0.00003298659,0.00005882934,0.000123411],"category_scores_gemma":[0.0008395292,0.00005823164,0.00008162304,0.0001192405,0.0001265458,0.00009501672,0.000005400649,0.00009676341,0.000004139547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003984824,"about_ca_system_score_gemma":0.0001127426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000435423,"about_ca_topic_score_gemma":0.00006293165,"domain_scores_codex":[0.9988461,0.00004288069,0.0005347761,0.0001130861,0.0002818234,0.0001813253],"domain_scores_gemma":[0.9986108,0.0006453572,0.0001830601,0.000117539,0.000185437,0.0002577985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001208573,0.0004047986,0.8163649,0.00005501129,0.00008036543,0.01240284,0.0005468063,3.496172e-7,0.002552632,0.00004146521,0.005167282,0.161175],"study_design_scores_gemma":[0.0633436,0.01938651,0.5550778,0.02335733,0.001960896,0.1900106,0.007434307,0.0005417094,0.001743087,0.004545341,0.1310771,0.001521801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928065,0.001146219,0.00006600645,0.004937779,0.0002220991,0.00007229842,0.000001635169,0.000007716363,0.0007397266],"genre_scores_gemma":[0.9965425,0.002084633,0.0001360658,0.0006877283,0.0002270278,0.000001120475,0.000001879711,0.00001297105,0.0003060666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2612872,"threshold_uncertainty_score":0.2374617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236476288926959,"score_gpt":0.2787952202158629,"score_spread":0.255147591323167,"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."}}