{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001110951,0.0003231385,0.0008122422,0.0007357986,0.0002121605,0.0001018828,0.0001084931,0.00006712018,0.00003855587],"category_scores_gemma":[0.000263633,0.000239593,0.00005174279,0.001317109,0.0001477186,0.000123598,0.0000661577,0.0006309953,0.00001359152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000616667,"about_ca_system_score_gemma":0.0002855173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004704473,"about_ca_topic_score_gemma":0.150015,"domain_scores_codex":[0.995724,0.001552745,0.0004408444,0.0007930707,0.0007762912,0.0007130528],"domain_scores_gemma":[0.9984367,0.0006189276,0.00004069517,0.0004679976,0.0001392762,0.0002963587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01086165,0.00162241,0.9422454,0.000009052023,0.00008470718,0.009818524,0.01730954,0.00005210343,0.0001238491,0.00009318763,0.00002460165,0.01775498],"study_design_scores_gemma":[0.0343968,0.008103365,0.9373214,0.0009322166,0.000006765695,0.00004539419,0.01855749,0.0000377107,0.00005932233,0.0001464419,0.0001907006,0.0002023499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827683,0.005361004,8.0632e-7,0.004915196,0.00003474989,0.006500178,0.00005749265,0.00001635012,0.0003459108],"genre_scores_gemma":[0.9945406,0.002261273,0.00006497747,0.000421208,0.0000570692,0.002535805,0.0000365658,0.00003638582,0.0000461432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1453105,"threshold_uncertainty_score":0.9770319,"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."}}