{"id":"W2064439829","doi":"10.1503/cmaj.070024","title":"Necrobiosis lipoidica diabeticorum","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Skin Diseases and Diabetes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Necrobiosis lipoidica; Medicine; Dermatology; Atrophy; Diabetes mellitus; Pathology; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001758741,0.0001059739,0.0002192566,0.000229296,0.0002184124,0.0000614009,0.0001189363,0.0003409601,0.009708159],"category_scores_gemma":[0.003621102,0.00009336464,0.0001684198,0.0002692903,0.00003799417,0.00006611625,0.00001159189,0.0006647789,0.0003921342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000880319,"about_ca_system_score_gemma":0.002376176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006192641,"about_ca_topic_score_gemma":0.003892533,"domain_scores_codex":[0.9975925,0.00004279256,0.0003778417,0.0001286826,0.001127087,0.0007310607],"domain_scores_gemma":[0.9949555,0.0002274698,0.0001261919,0.0001054446,0.0003183794,0.004267053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000144359,0.00006139227,0.6215097,0.000009195488,0.00012539,0.0008199315,0.00005787699,1.607075e-7,0.00006585676,0.0001380604,0.3118309,0.06536704],"study_design_scores_gemma":[0.001135907,0.00008030992,0.4806166,0.00009484786,0.00007253318,0.0002681916,0.0001912694,0.00002853426,0.0001600861,0.0001197111,0.5171139,0.0001181321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8926607,0.001169011,0.0001192741,0.07692282,0.001517156,0.0001561051,0.00002150146,0.00005016793,0.02738324],"genre_scores_gemma":[0.9574144,0.0001092171,0.0001632558,0.03896833,0.002441733,0.000001776534,0.00001263074,0.00001901602,0.0008696815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2052829,"threshold_uncertainty_score":0.9911971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004592735642692315,"score_gpt":0.2313068550389558,"score_spread":0.2267141193962635,"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."}}