{"id":"W1559609595","doi":"10.1186/ar1360","title":"Overview: imaging, biomarkers and arthritis","year":2004,"lang":"en","type":"article","venue":"Arthritis Research","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Arthritis Network; School of Medicine, University of California, San Diego; Menzies Institute for Medical Research; National Cancer Institute; Arthritis Society; University of North Carolina at Chapel Hill; Genentech; National Institutes of Health; Biogen; Lupus Research Institute; Pfizer; Natural Sciences and Engineering Research Council of Canada; Dutch Arthritis Association; Oesterreichische Nationalbank; Deutsche Forschungsgemeinschaft; Nuffield Foundation; Physiotherapy Foundation of Canada; Canadian Institutes of Health Research; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Lupus Research Alliance; Wellcome Trust; Newcastle University; National Institute of Allergy and Infectious Diseases; Howard Hughes Medical Institute; Austrian Science Fund; Arthritis Foundation","keywords":"Medicine; Synovitis; Clinical trial; Window of opportunity; Rheumatoid arthritis; Magnetic resonance imaging; Intensive care medicine; Disease; Clinical Practice; Physical therapy; Internal medicine; Radiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002219133,0.001368455,0.001749085,0.00703726,0.000412598,0.002451438,0.0008814537,0.002754819,0.0058374],"category_scores_gemma":[0.003433436,0.0004005916,0.0006531644,0.003681567,0.0007278399,0.002566057,0.001189775,0.002389334,0.003168254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008415888,"about_ca_system_score_gemma":0.001463065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770835,"about_ca_topic_score_gemma":0.002511486,"domain_scores_codex":[0.998875,0.0004160883,0.0001872456,0.0001175053,0.0003325023,0.00007181724],"domain_scores_gemma":[0.9977049,0.001134486,0.0002926031,0.00006005472,0.0006258115,0.0001820965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001810864,0.00007499695,0.003612086,0.008608118,0.0002716846,0.0006386169,0.0001049997,0.0003537137,0.000703665,0.0054492,0.2551346,0.7248673],"study_design_scores_gemma":[0.00004176025,0.0001782903,0.009680188,0.007803319,0.0003013616,0.009619047,0.000227644,0.0001923558,0.0002593795,0.00975816,0.9618852,0.00005339654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002390461,0.9872887,0.0008937473,0.006089055,0.002193135,0.00002525539,0.0001039487,0.00004523802,0.003121773],"genre_scores_gemma":[0.003055092,0.9819965,0.002100919,0.003399424,0.005698727,0.00005668538,0.0002832199,0.00001317325,0.003396242],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00703726,"threshold_uncertainty_score":0.01952809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0392763807698166,"score_gpt":0.3588915035736648,"score_spread":0.3196151228038482,"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."}}