{"id":"W4402147472","doi":"10.3899/jrheum.2024-0252","title":"Interstitial Lung Disease in Patients With Rheumatoid Arthritis or Psoriatic Arthritis Initiating Biologics and Controls: Data From 5 Nordic Registries","year":2024,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Swedish Orphan Biovitrum; Norges Forskningsråd; Pfizer; Vetenskapsrådet; Innovationsfonden; Bundesministerium für Bildung und Forschung; Biogen; Celltrion; Sanofi; Amgen; NordForsk; Eli Lilly and Company","keywords":"Medicine; Psoriatic arthritis; Rheumatoid arthritis; Interstitial lung disease; Arthritis; Dermatology; Internal medicine; Lung disease; Psoriasis; Lung; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.003070195,0.0004064665,0.001089877,0.001885082,0.0003371726,0.000986137,0.0006037542,0.0005039513,0.0007228833],"category_scores_gemma":[0.005203216,0.0003482384,0.0008682942,0.002774267,0.0002697871,0.0003999101,0.0006448102,0.0003984324,0.0001590991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005407489,"about_ca_system_score_gemma":0.001015859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02881933,"about_ca_topic_score_gemma":0.02071147,"domain_scores_codex":[0.9962736,0.001146441,0.0007735103,0.0007648254,0.0007453638,0.00029626],"domain_scores_gemma":[0.9936296,0.001308985,0.003624592,0.0004688484,0.0006699114,0.0002980244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005345433,0.00003474171,0.9954622,0.0001498303,0.0004019254,0.0002315042,0.0001162737,0.0002196221,0.0001256372,0.00005891863,0.0005648445,0.002099851],"study_design_scores_gemma":[0.0001140838,0.00009976643,0.997558,0.0001131015,0.0002195595,0.0003596186,0.00019048,0.0002298343,0.00005841254,0.00002364717,0.001025726,0.00000778473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872085,0.003468446,0.0002331814,0.00004921764,0.00003206708,0.00005369391,0.008100765,0.00001368479,0.0008404958],"genre_scores_gemma":[0.9861642,0.001742621,0.0002948016,0.00004863695,0.00003454288,0.00007034601,0.01138668,0.000005286971,0.0002529566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02881933,"threshold_uncertainty_score":0.05730313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516929013060343,"score_gpt":0.2595062800960009,"score_spread":0.2443369899653975,"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."}}