{"id":"W2059182890","doi":"10.3899/jrheum.080180","title":"Cartilage and Bone Biomarkers in Rheumatoid Arthritis: Prediction of 10-year Radiographic Progression","year":2009,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Studies on Chitinases and Chitosanases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"EkstraStiftelsen Helse og Rehabilitering (Stiftelsen Dam)","keywords":"Medicine; Interquartile range; Rheumatoid arthritis; Internal medicine; Cartilage; Osteoprotegerin; Cartilage oligomeric matrix protein; Rheumatology; Rheumatoid factor; Gastroenterology; Cohort; Radiography; N-terminal telopeptide; RANKL; Serology; Osteoarthritis; Pathology; Surgery; Immunology; Receptor; Antibody; Osteocalcin; Activator (genetics)","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":[0.001342777,0.0005309942,0.0004142671,0.0008966812,0.0001709572,0.0005347152,0.0003119879,0.0005301622,0.001093146],"category_scores_gemma":[0.002570685,0.0001541504,0.0003218389,0.0006196402,0.000223311,0.0003032942,0.000329702,0.0006532768,0.0004061696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000166233,"about_ca_system_score_gemma":0.0002574658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115302,"about_ca_topic_score_gemma":0.0009704087,"domain_scores_codex":[0.9995808,0.0001359533,0.00004607836,0.00007316632,0.0001168842,0.0000471319],"domain_scores_gemma":[0.9980776,0.0003976635,0.0009995496,0.0000621144,0.0002133258,0.0002497128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004225969,0.00004242167,0.994629,0.00002653923,0.00007772165,0.00003467964,0.0000148831,0.0001765028,0.0008277763,0.000007230066,0.0000644289,0.00367628],"study_design_scores_gemma":[0.00004423997,0.0006956815,0.9963511,0.00002840326,0.0001039771,0.0005214773,0.00005070425,0.001274796,0.0005405939,0.00005368015,0.000328238,0.000006998698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953575,0.003398604,0.0002889246,0.00008386913,0.00001208897,0.00001866276,0.0003821337,0.00001270169,0.0004455697],"genre_scores_gemma":[0.998754,0.0003474178,0.0003464806,0.00001335442,0.00002336713,0.00001032102,0.0002871714,0.00000129358,0.000216582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001342777,"threshold_uncertainty_score":0.007101357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005584200166521129,"score_gpt":0.2291229655022387,"score_spread":0.2235387653357175,"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."}}