{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002563496,0.0005028103,0.0004027629,0.001183426,0.000300825,0.0007021019,0.0004095206,0.0008370537,0.005251224],"category_scores_gemma":[0.001187762,0.0001613935,0.0002268637,0.000420568,0.0003477409,0.0006346615,0.0004472781,0.0006813893,0.001890835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177744,"about_ca_system_score_gemma":0.0001567705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000427156,"about_ca_topic_score_gemma":0.0003128955,"domain_scores_codex":[0.9997277,0.0000445116,0.00003032453,0.00006665994,0.00007662815,0.0000541959],"domain_scores_gemma":[0.9992126,0.0001967271,0.0002740129,0.00007376786,0.0001203441,0.0001225513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00180883,0.0004201818,0.4825228,0.001092814,0.000147769,0.2900106,0.0004663011,0.0003794354,0.0458437,0.001659487,0.008447984,0.1672001],"study_design_scores_gemma":[0.00005975833,0.0006880685,0.379879,0.0004676955,0.0001232623,0.5824875,0.0002917918,0.0005880782,0.01260228,0.001628769,0.0211247,0.00005903898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167208,0.04177229,0.006063061,0.001779529,0.0007071064,0.0002285872,0.001387754,0.0007775594,0.03056333],"genre_scores_gemma":[0.9889241,0.005483534,0.001285948,0.0005395375,0.0005037491,0.00002748521,0.0005338896,0.00004143978,0.002660304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005251224,"threshold_uncertainty_score":0.0175671,"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."}}