{"id":"W2122249518","doi":"10.3899/jrheum.081075","title":"The Value of HLA-DRB1 Shared Epitope, −308 Tumor Necrosis Factor-α Gene Promoter Polymorphism, Rheumatoid Factor, Anti-Citrullinated Peptide Antibodies, and Early Erosions for Predicting Radiological Outcome in Recent-Onset Rheumatoid Arthritis","year":2009,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Rheumatoid factor; Gastroenterology; Cohort; Radiological weapon; Immunology; Surgery","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":[0.001452231,0.0005689445,0.0004414461,0.0005120387,0.0002204773,0.0004660195,0.0004927555,0.0008299715,0.001316121],"category_scores_gemma":[0.006496694,0.0002831651,0.0003690911,0.0003860616,0.000488344,0.0003898416,0.0002886133,0.0007235711,0.0003892842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393084,"about_ca_system_score_gemma":0.0002266843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196681,"about_ca_topic_score_gemma":0.001192584,"domain_scores_codex":[0.9992961,0.0003765452,0.00005187483,0.0001179273,0.00009295613,0.00006470906],"domain_scores_gemma":[0.9945461,0.002661118,0.001692962,0.000209491,0.0002332323,0.0006571864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005630751,0.00004087636,0.9975511,0.000006281064,0.00006613271,0.00004076634,0.0000172193,0.00007950811,0.0001868983,0.000003878474,0.00003316051,0.001410984],"study_design_scores_gemma":[0.00007770699,0.000742288,0.9967952,0.00001210773,0.0001164309,0.0007737721,0.00005766851,0.001166499,0.0001257593,0.00002824724,0.00009691342,0.000007348738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999159,0.0005648276,0.00007025148,0.00005177476,0.000004292477,0.000002672279,0.00004061217,0.000003039117,0.0001034738],"genre_scores_gemma":[0.9995876,0.0001035034,0.0001082684,0.00001361804,0.00002206243,0.000003260017,0.0000912798,0.000001306935,0.00006911326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001452231,"threshold_uncertainty_score":0.007680237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571063869839908,"score_gpt":0.2874420641820341,"score_spread":0.261731425483635,"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."}}