{"id":"W2126046570","doi":"10.3899/jrheum.111453","title":"Treatment with Biologic Agents Improves the Prognosis of Patients with Rheumatoid Arthritis and Amyloidosis","year":2012,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatoid arthritis; Amyloidosis; Biologic Agents; Immunopathology; Dermatology; Internal medicine","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":[0.0006136661,0.0001801606,0.0003055691,0.0002178724,0.0002231743,0.0002232801,0.00007494986,0.0002232254,0.001035649],"category_scores_gemma":[0.002246493,0.00004993533,0.0002158751,0.0001839578,0.000130855,0.0002079245,0.0001425245,0.0002415843,0.0001635161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006868148,"about_ca_system_score_gemma":0.0001143557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001493442,"about_ca_topic_score_gemma":0.000284829,"domain_scores_codex":[0.9996803,0.0001337972,0.00004177884,0.00003580803,0.00006941011,0.0000389234],"domain_scores_gemma":[0.9983521,0.000490844,0.0006971537,0.0000636408,0.0001244084,0.0002719089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004672649,0.0004097766,0.9504542,0.00007135767,0.0001977551,0.0002274912,0.00007384474,0.0002719848,0.003415185,0.00002617143,0.0003499586,0.03982954],"study_design_scores_gemma":[0.0001854185,0.005435409,0.9905431,0.00002767718,0.000171039,0.001315157,0.0000658184,0.0004909296,0.000683238,0.00006130756,0.001014661,0.00000629094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971095,0.001984726,0.0001298696,0.00007887979,0.00001586641,0.000006687737,0.00006281826,0.000008123036,0.0006036034],"genre_scores_gemma":[0.9994015,0.000282372,0.00009941417,0.00002805384,0.00003026729,0.000002652207,0.00007162397,5.893128e-7,0.00008346854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001035649,"threshold_uncertainty_score":0.003464639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008777001007067404,"score_gpt":0.2275380798926711,"score_spread":0.2187610788856037,"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."}}