{"id":"W3154986112","doi":"10.3899/jrheum.201075","title":"Development and Validation of 3 Preliminary MRI Sacroiliac Joint Composite Structural Damage Scores in a 5-year Longitudinal Axial Spondyloarthritis Study","year":2021,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Regeneron Pharmaceuticals; Gigtforeningen; Celgene; Sanofi; Pfizer; Eli Lilly and Company","keywords":"Medicine; Axial spondyloarthritis; Sacroiliac joint; Joint (building); Orthodontics; Magnetic resonance imaging; Physical therapy; Radiology; Sacroiliitis; Structural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.007072711,0.00100688,0.0004687401,0.0009214099,0.0007179751,0.0008100584,0.0008022086,0.0007279772,0.0005268111],"category_scores_gemma":[0.009185882,0.00042885,0.0009040582,0.0006722477,0.0006400315,0.0007120679,0.0009936293,0.0007106619,0.0003354449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176594,"about_ca_system_score_gemma":0.002198278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02095044,"about_ca_topic_score_gemma":0.03391931,"domain_scores_codex":[0.9976325,0.0008113683,0.0002721151,0.0003340902,0.0007652341,0.0001847918],"domain_scores_gemma":[0.9936531,0.0007449618,0.001744907,0.0003974653,0.002585585,0.0008739915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00109956,0.0002530484,0.9932777,0.00001711433,0.0001453049,0.00003582431,0.0002083158,0.0002265669,0.0006658891,0.00001691891,0.0001565745,0.003897177],"study_design_scores_gemma":[0.0001092619,0.001747331,0.9965518,0.000007759792,0.00006259295,0.00007723303,0.0001693207,0.0006499727,0.0002594198,0.00001584419,0.0003396933,0.000009932189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976954,0.0001211706,0.0007383473,0.00003193771,0.00001490718,0.0002831132,0.0006031772,0.00001032396,0.0005015985],"genre_scores_gemma":[0.9938909,0.00007366384,0.00290778,0.00003346506,0.00001847154,0.0003986087,0.002357164,0.000005107577,0.0003147536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02095044,"threshold_uncertainty_score":0.04165697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035617407769778,"score_gpt":0.2725103337944994,"score_spread":0.2521541597168016,"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."}}