{"id":"W3124732161","doi":"10.1186/s13075-021-02428-8","title":"Structural changes in the sacroiliac joint on MRI and relationship to ASDAS inactive disease in axial spondyloarthritis: a 2-year study comparing treatment with etanercept in EMBARK to a contemporary control cohort in DESIR","year":2021,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Chung Shan Medical University Hospital; Taipei Veterans General Hospital; Kaohsiung Medical University Chung-Ho Memorial Hospital; Kaohsiung Medical University; Gil Medical Center, Gachon University; Universitair Ziekenhuis Gent; Chung Shan Medical University; Academisch Medisch Centrum; Pfizer; Gachon University; Chonnam National University; Hanyang University","keywords":"Etanercept; Medicine; Ankylosing spondylitis; Internal medicine; Rheumatology; Sacroiliac joint; Axial spondyloarthritis; Cohort; Magnetic resonance imaging; Lesion; Tumor necrosis factor alpha; Radiology; Surgery; Sacroiliitis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001968398,0.0004705994,0.0008284623,0.0005146124,0.0003512835,0.0005485775,0.0004513812,0.00059103,0.001208214],"category_scores_gemma":[0.001146206,0.0003155379,0.0006052035,0.0004762091,0.0003179013,0.0005230328,0.0003721401,0.0007212812,0.0002022426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004308168,"about_ca_system_score_gemma":0.0003006585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001489936,"about_ca_topic_score_gemma":0.002088293,"domain_scores_codex":[0.9992356,0.000275615,0.00006591644,0.0001969367,0.0001262148,0.00009969567],"domain_scores_gemma":[0.9987963,0.0001973519,0.0005133548,0.0001161786,0.0001178939,0.0002588598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1018923,0.003912605,0.8795042,0.0001518876,0.001273288,0.0003974757,0.0002484563,0.0001872711,0.004411048,0.00003636552,0.0002906389,0.007694493],"study_design_scores_gemma":[0.002662265,0.01499984,0.9808029,0.00001113223,0.0003481609,0.0002602739,0.0001222143,0.0002046021,0.0003195482,0.00001168198,0.0002469409,0.00001049573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995127,0.0002562588,0.00002218223,0.00001117683,0.000003513753,0.0000161431,0.00006916663,0.000001247716,0.0001077486],"genre_scores_gemma":[0.9991251,0.0001280828,0.00005196527,0.00003185526,0.00001716214,0.00002505533,0.0003981133,0.000001030287,0.0002216326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001968398,"threshold_uncertainty_score":0.01041001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039136206020458,"score_gpt":0.3619835244011291,"score_spread":0.2580699037990833,"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."}}