{"id":"W4292329911","doi":"10.1093/rheumatology/keac432","title":"Comparing MRI and conventional radiography for the detection of structural changes indicative of axial spondyloarthritis in the ASAS cohort","year":2022,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Samsung; Celgene; Gilead Sciences; Amgen; Pfizer; Eli Lilly and Company; GlaxoSmithKline","keywords":"Cohort; Axial spondyloarthritis; Radiography; Medicine; Conventional radiography; Radiology; Nuclear medicine; Magnetic resonance imaging; Internal medicine; Sacroiliitis","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":[0.003225868,0.0006274183,0.0005539398,0.00211078,0.0001912106,0.0007740433,0.0005558297,0.0008039005,0.001145503],"category_scores_gemma":[0.008851027,0.0003783651,0.0005595,0.0005941523,0.0003853236,0.0006536894,0.0006845258,0.0004108554,0.0005326949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574507,"about_ca_system_score_gemma":0.0002837267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009423892,"about_ca_topic_score_gemma":0.001708621,"domain_scores_codex":[0.9982396,0.0006117311,0.0001786379,0.0003315004,0.0004767587,0.0001618523],"domain_scores_gemma":[0.9958579,0.001543316,0.00132925,0.0002510893,0.0005474805,0.0004709587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008138167,0.00006489206,0.9957138,0.00002702463,0.0001173408,0.0001143997,0.00005713454,0.00006032482,0.0006619596,0.00000918784,0.0000776823,0.002282428],"study_design_scores_gemma":[0.0000629507,0.001296776,0.9961985,0.00002462302,0.0001361595,0.000884984,0.0001597505,0.0007749922,0.0003051921,0.00001985977,0.0001287653,0.000007479386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989832,0.0004847428,0.0001130957,0.00002655307,0.00001028194,0.00001498933,0.00007599659,0.000005256532,0.0002858919],"genre_scores_gemma":[0.9990997,0.0002131534,0.0003165396,0.00002219018,0.00004624243,0.00001449234,0.0002080432,0.00000268961,0.00007709215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003225868,"threshold_uncertainty_score":0.01706022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831903856063553,"score_gpt":0.2639269795367356,"score_spread":0.2456079409761001,"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."}}