{"id":"W2337748003","doi":"10.3899/jrheum.150637","title":"Imaging Techniques in Psoriatic Arthritis: Update 2012-2014 on Current Status and Future Prospects","year":2015,"lang":"en","type":"review","venue":"Journal of Rheumatology Supplement","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psoriatic arthritis; Magnetic resonance imaging; Positron emission tomography; Medical physics; Radiology; Ultrasonography; Imaging technology; Scope (computer science); Disease; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005645594,0.0005040466,0.003145672,0.0006368476,0.00006223375,0.00002771532,0.0001122823,0.0001569216,0.0001609223],"category_scores_gemma":[0.00004364727,0.0003528326,0.0002914291,0.0001593048,0.00008658382,0.0001094705,0.000109726,0.0008203207,0.00002133306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004938779,"about_ca_system_score_gemma":0.0005205167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001838642,"about_ca_topic_score_gemma":0.00007483469,"domain_scores_codex":[0.9969629,0.0001745412,0.001535553,0.0003410318,0.0004348686,0.0005510944],"domain_scores_gemma":[0.99806,0.00006608995,0.001141776,0.0002623675,0.0001923801,0.0002773492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008925522,0.0003601033,0.007163634,0.003096735,0.0003046387,0.0005808728,0.0001120656,1.070929e-8,1.407168e-8,0.0005172801,0.03501088,0.9527645],"study_design_scores_gemma":[0.003965576,0.0008092546,0.0001268383,0.02581556,0.0005659475,0.005507836,0.0001376703,2.341589e-7,7.11503e-7,0.0002336466,0.9626113,0.0002254447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002018799,0.9958888,0.000004308783,0.001149802,0.00141759,0.001177473,0.00008453319,0.00001726446,0.00005835289],"genre_scores_gemma":[0.0001353146,0.9983394,0.00097733,0.00004470236,0.000211805,0.000112554,0.0001204755,0.00004826926,0.00001020334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9525391,"threshold_uncertainty_score":0.9998924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748236160313918,"score_gpt":0.338586541431347,"score_spread":0.3211041798282079,"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."}}