{"id":"W4379794771","doi":"10.1136/annrheumdis-2023-eular.1080","title":"POS1222 PROGRESSIVE PULMONARY FIBROSIS IN ANTI-SYNTHETASE SYNDROME: A SINGLE CENTER COHORT","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Medicine; Interstitial lung disease; Cohort; Retrospective cohort study; Internal medicine; Single Center; Gastroenterology; Pulmonary function testing; Pulmonary fibrosis; Hydroxychloroquine; Dermatomyositis; Pulmonary hypertension; Lung; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006889143,0.0008741824,0.0009146981,0.001033146,0.001795554,0.001589334,0.0008687149,0.000920051,0.005058858],"category_scores_gemma":[0.001772986,0.001053576,0.0009976608,0.001244591,0.0006833034,0.001361505,0.001027129,0.001204207,0.0009210821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004096182,"about_ca_system_score_gemma":0.0006155405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004613092,"about_ca_topic_score_gemma":0.004636108,"domain_scores_codex":[0.9988526,0.000217443,0.00009183834,0.0005012131,0.0001389213,0.0001980072],"domain_scores_gemma":[0.9986803,0.0001808138,0.0003322967,0.0002535859,0.0001523902,0.0004006001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004359701,0.0001628841,0.9947577,0.000008873501,0.000178174,0.002046616,0.0001812112,0.00003203541,0.0009331118,0.00006212306,0.0002652836,0.0009360482],"study_design_scores_gemma":[0.00007347885,0.0005774408,0.9903989,0.00001314976,0.0001733755,0.006889921,0.0009256435,0.0003026166,0.0001266045,0.00009443621,0.0003941035,0.00003038133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989628,0.00009156825,0.0001425536,0.00003650728,0.00001143306,0.00001263522,0.0003065522,0.000005917142,0.0004301191],"genre_scores_gemma":[0.9989808,0.00006829643,0.00008664408,0.00005083929,0.00002609341,0.0000124378,0.000474259,0.000009132079,0.0002914193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005058858,"threshold_uncertainty_score":0.01692355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613607827605969,"score_gpt":0.2846669674125369,"score_spread":0.2585308891364773,"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."}}