{"id":"W2023812288","doi":"10.3899/jrheum.101072","title":"The Value of Magnetic Resonance Imaging and Ultrasound in Undifferentiated Arthritis: A Systematic Review","year":2011,"lang":"en","type":"review","venue":"Journal of Rheumatology Supplement","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Leids Universitair Medisch Centrum; Universiteit Leiden; Pfizer","keywords":"Medicine; Synovitis; Magnetic resonance imaging; Rheumatology; Rheumatoid arthritis; Internal medicine; Rheumatism; Odds ratio; Radiology; Arthritis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00215,0.0003524725,0.004469445,0.0003671154,0.00008038827,0.00002939645,0.0003569433,0.0001048029,0.0002091554],"category_scores_gemma":[0.001229286,0.0002010806,0.0004561371,0.0002525614,0.0003478335,0.00007211656,0.0000875147,0.0006614347,0.000006588675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008479285,"about_ca_system_score_gemma":0.0004585145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006270771,"about_ca_topic_score_gemma":0.00007347456,"domain_scores_codex":[0.9946188,0.001045058,0.003235892,0.0002143925,0.0004379811,0.0004479052],"domain_scores_gemma":[0.996156,0.001296004,0.001723515,0.0004286,0.0002349671,0.0001609047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007085322,0.0001864286,0.002637785,0.7881814,0.0005102429,0.0002202427,0.0002450901,6.137812e-9,5.29908e-7,0.002401115,0.002576753,0.2029696],"study_design_scores_gemma":[0.001270188,0.0003240395,0.00006532497,0.7562186,0.0003083419,0.02018333,0.0001403636,0.000001438484,6.095302e-7,0.0002403514,0.221119,0.0001284917],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001662247,0.9974287,0.000007392463,0.0002827467,0.0001601885,0.00189744,0.00003178066,0.000004844145,0.00002074319],"genre_scores_gemma":[0.0005652384,0.999045,0.0001604405,0.00003080333,0.000006233551,0.0001126444,0.00001667644,0.00003546907,0.00002753951],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2185422,"threshold_uncertainty_score":0.8199829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714997218195348,"score_gpt":0.3050181318907371,"score_spread":0.2878681597087836,"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."}}