{"id":"W4411429311","doi":"10.1016/j.ard.2025.05.321","title":"OP0319 LUNG TRANSPLANT OUTCOMES IN PATIENTS WITH MYOSITIS- AND SYSTEMIC SCLEROSIS-ASSOCIATED INTERSTITIAL LUNG DISEASE COMPARED TO IDIOPATHIC PULMONARY FIBROSIS: A MULTICENTRIC RETROSPECTIVE ANALYSIS","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; Centre Hospitalier de l’Université de Montréal; University of British Columbia","funders":"","keywords":"Medicine; Interstitial lung disease; Idiopathic pulmonary fibrosis; Myositis; Pulmonary fibrosis; Lung fibrosis; Lung; Scleroderma (fungus); Fibrosis; Retrospective cohort study; Pathology; Internal medicine; Lung disease; Connective tissue disease; Disease; Autoimmune disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002235373,0.0002260838,0.0009845968,0.000370632,0.0001255111,0.00002028139,0.0001649948,0.00004343021,0.000006539964],"category_scores_gemma":[0.0009291474,0.0001425473,0.0002208554,0.0009203516,0.0002159081,0.00006403425,0.00009423688,0.000143058,8.013491e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007699893,"about_ca_system_score_gemma":0.00008490181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001404505,"about_ca_topic_score_gemma":0.00002328041,"domain_scores_codex":[0.9981887,0.0002648956,0.0005174489,0.0003274595,0.0004088065,0.0002927012],"domain_scores_gemma":[0.9988191,0.0002230758,0.0001888865,0.0003434233,0.0001889915,0.000236564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009747737,0.000827614,0.9936043,0.001034725,0.002014437,0.00002003176,0.0007715537,0.00009974012,0.000004454097,0.00001146131,0.0002078957,0.000429021],"study_design_scores_gemma":[0.001856037,0.00006971077,0.9718927,0.01554239,0.00400403,6.969693e-7,0.000255181,0.006217936,0.000006866713,0.00002410947,1.257363e-7,0.0001302246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923376,0.004349097,0.0001516987,0.001790135,0.00009598616,0.0008458792,0.0003684505,0.00003683155,0.00002425877],"genre_scores_gemma":[0.9989414,0.0002507196,0.0000147549,0.0006037153,0.000004907192,0.00007708374,0.00004878132,0.00001091732,0.00004774054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0217116,"threshold_uncertainty_score":0.5812909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467516434475169,"score_gpt":0.2778198980613252,"score_spread":0.2631447337165735,"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."}}