{"id":"W2128671825","doi":"10.1016/j.mpdhp.2009.02.001","title":"Necrobiotic lesions of the skin: an approach and review of the literature","year":2009,"lang":"en","type":"article","venue":"Diagnostic histopathology","topic":"Skin Diseases and Diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Necrobiosis lipoidica; Granuloma annulare; Medicine; Dermatology; Pathology; Rheumatoid nodule; Biopsy; Nodule (geology); Disease; Diabetes mellitus; Biology","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":[0.0001384502,0.00009555506,0.0003075211,0.00003003425,0.00005392158,0.000002439226,0.0001464524,0.00007343117,0.00002815888],"category_scores_gemma":[0.002478785,0.00004923431,0.0001228342,0.0002254818,0.0002455872,0.00002091198,0.00004209025,0.0001305975,8.770894e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001180707,"about_ca_system_score_gemma":0.00006511854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003727662,"about_ca_topic_score_gemma":5.795225e-7,"domain_scores_codex":[0.9992543,0.000139672,0.0002185903,0.0001653653,0.0001007097,0.0001213939],"domain_scores_gemma":[0.9989263,0.0002653169,0.0001168555,0.0005480184,0.00008167345,0.00006182701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001625765,0.006613626,0.7589324,0.02742054,0.00006953092,0.0002603553,0.008369122,0.00002096947,0.02001994,0.02747911,0.05701042,0.09364142],"study_design_scores_gemma":[0.0003394215,0.0001885841,0.9922893,0.004790629,0.0002734785,0.0001926372,0.00003841361,0.000007519234,0.0003159084,0.0003860531,0.001118252,0.00005977098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8449123,0.1492811,0.000008957146,0.002806786,0.0001761465,0.0005902127,0.00003964102,0.00001160831,0.002173211],"genre_scores_gemma":[0.9914013,0.003759488,0.00021024,0.004447871,0.00004238871,0.000008315857,0.00001804825,0.000006562771,0.0001057453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.233357,"threshold_uncertainty_score":0.2967517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00753670406374454,"score_gpt":0.2468158892468139,"score_spread":0.2392791851830693,"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."}}