{"id":"W4315607744","doi":"10.1016/j.jaad.2022.12.040","title":"Differential gene expression in lesional skin may signify immune-mediated lung parenchymal damage in patients with dermatomyositis","year":2023,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"NYU Grossman School of Medicine; York University; Brigham and Women's Hospital","keywords":"Medicine; Dermatomyositis; Autoantibody; Interstitial lung disease; Polymyositis; Pathology; Immune dysregulation; Disease; Connective tissue disease; Lung; Autoimmune disease; Immunology; Internal medicine; Antibody","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":[0.0001821417,0.0002078121,0.0003105495,0.0007585114,0.0002542635,0.0004390627,0.000113084,0.0003139135,0.001793688],"category_scores_gemma":[0.0006283296,0.00009145972,0.0001851579,0.0005957491,0.0002606798,0.0001863759,0.0001666842,0.0002781208,0.0002678079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147724,"about_ca_system_score_gemma":0.00008343706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000291194,"about_ca_topic_score_gemma":0.0004807596,"domain_scores_codex":[0.9997831,0.0000522608,0.00002643261,0.00003848864,0.00004259126,0.00005716466],"domain_scores_gemma":[0.9997035,0.0001049618,0.00009039338,0.00001356892,0.00004012441,0.00004744469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001682021,0.0001510739,0.7047829,0.0002031301,0.00007758565,0.008079384,0.0003970338,0.0001846433,0.2657154,0.0001416779,0.0002653229,0.01831985],"study_design_scores_gemma":[0.0000160748,0.0003012714,0.9740666,0.00001718236,0.00005649358,0.008498933,0.0004469575,0.0002634887,0.0156305,0.0001187362,0.0005781484,0.000005639171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976329,0.0006043009,0.0002649613,0.00004949569,0.000009103976,0.00001066651,0.0001243866,0.00001151406,0.001292667],"genre_scores_gemma":[0.9992581,0.0001569546,0.0002174869,0.00004068477,0.00001334899,0.000007481723,0.00008015683,0.000003080248,0.0002226727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001793688,"threshold_uncertainty_score":0.006000459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006522287888469613,"score_gpt":0.2595573871206115,"score_spread":0.253035099232142,"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."}}