{"id":"W2042817232","doi":"10.3899/jrheum.131169","title":"Are Rheumatoid Arthritis Patients Discernible from Other Early Arthritis Patients Using 1.5T Extremity Magnetic Resonance Imaging? A Large Cross-sectional Study","year":2014,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FP7 Health; Diakonhjemmet; European Society for Clinical Nutrition and Metabolism; Center for Translational Molecular Medicine; Dutch Arthritis Association; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Medicine; Rheumatoid arthritis; Magnetic resonance imaging; Cross-sectional study; Arthritis; Internal medicine; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00177317,0.0004318538,0.0006649718,0.001163186,0.000568542,0.0007299362,0.0004362452,0.00081875,0.001395256],"category_scores_gemma":[0.004225867,0.0005939461,0.0005530693,0.0008772429,0.0006617574,0.001042663,0.0004741175,0.0004803558,0.0005035748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001883426,"about_ca_system_score_gemma":0.0001872639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007300729,"about_ca_topic_score_gemma":0.0009096322,"domain_scores_codex":[0.9986053,0.0004488183,0.0002121411,0.0004141847,0.0002106506,0.0001088065],"domain_scores_gemma":[0.996172,0.001207869,0.001596155,0.0002846652,0.000319095,0.0004202754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001733717,0.00006027459,0.9988159,0.000009808424,0.00004490836,0.000109719,0.00006349797,0.00001044597,0.000211052,0.000005828416,0.00002329164,0.0004718443],"study_design_scores_gemma":[0.0000277914,0.0003528467,0.9984483,0.000006835854,0.00005202634,0.0007047771,0.0001503345,0.00008764316,0.00005437914,0.000012282,0.00009766342,0.000005138333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993101,0.0003051721,0.00009007089,0.00001730216,0.000006202014,0.00001613584,0.00009159686,0.000002090559,0.0001612985],"genre_scores_gemma":[0.9994809,0.00009995398,0.00009189313,0.00004076131,0.00002114338,0.00001776054,0.0002037316,0.000001740222,0.00004222553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00177317,"threshold_uncertainty_score":0.00937748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383397557483283,"score_gpt":0.274113586655546,"score_spread":0.2602796110807132,"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."}}