{"id":"W4406220064","doi":"10.1111/pai.70026","title":"Perilipin‐1 autoantibodies are a robust marker of acquired lipodystrophy and may precede clinical detection","year":2025,"lang":"en","type":"article","venue":"Pediatric Allergy and Immunology","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CHU Sainte-Justine Foundation; Wallonie-Bruxelles International","keywords":"Medicine; Autoantibody; Perilipin; Lipodystrophy; Dermatology; Immunology; Internal medicine; Antibody; Adipose tissue; Human immunodeficiency virus (HIV); Lipolysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009812027,0.0001157189,0.0001933066,0.00007425829,0.0000900925,0.000009222476,0.00006269122,0.0002931055,0.00001780746],"category_scores_gemma":[0.00008235311,0.0001055013,0.00005678824,0.00007961776,0.0001735513,0.00000525626,0.0001296604,0.00006892032,0.000001079027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004000025,"about_ca_system_score_gemma":0.00002805539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001784806,"about_ca_topic_score_gemma":0.00005850188,"domain_scores_codex":[0.9992571,0.00007368925,0.00021935,0.0002798978,0.00003328732,0.0001366626],"domain_scores_gemma":[0.9996136,0.00002119607,0.0001168468,0.000167096,0.00005842073,0.00002283642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006411295,0.0002941125,0.5767636,0.0003416221,0.002377331,0.000005751584,0.0001868836,0.00005197661,0.2816681,0.001093496,0.005026507,0.1257794],"study_design_scores_gemma":[0.0008273766,0.0005700869,0.9650268,0.000006697798,0.00007090125,0.00002166255,0.0001461973,0.00006517242,0.002458775,0.0000987913,0.0305703,0.0001372449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894041,0.008272667,0.000728867,0.0001358772,0.0006620586,0.00007883842,0.00000423662,0.00001233317,0.0007009638],"genre_scores_gemma":[0.9865234,0.01205785,0.0002935177,0.00005719864,0.0002543113,0.000005811807,0.00001376848,0.000008482739,0.000785603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3882632,"threshold_uncertainty_score":0.4302219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007023500829107339,"score_gpt":0.2382379585940549,"score_spread":0.2312144577649476,"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."}}