{"id":"W4283652546","doi":"10.1136/annrheumdis-2022-eular.2873","title":"POS0608 PROGRESSIVE INCREASE IN THE DIAGNOSTIC DELAY AND PERSISTENTLY SEVERE CLINICAL PRESENTATION OVER THE YEARS IN AUTOANTIBODY-NEGATIVE PATIENTS WITH RHEUMATOID ARTHRITIS IN THE SETTING OF AN EARLY ARTHRITIS CLINIC","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Samsung; Celgene; Gilead Sciences; Sanofi; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Rheumatoid arthritis; Rheumatology; Autoantibody; Internal medicine; Rheumatoid factor; Population; Referral; Arthritis; Immunology; Antibody; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004462554,0.0005037793,0.0004542793,0.001074808,0.0007245109,0.001105116,0.0004285819,0.001095386,0.004503144],"category_scores_gemma":[0.004004652,0.0002010989,0.0003388551,0.001062662,0.0003470952,0.0005847968,0.0004377138,0.0008934746,0.001151817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004047247,"about_ca_system_score_gemma":0.0004838415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002251087,"about_ca_topic_score_gemma":0.001842386,"domain_scores_codex":[0.9993648,0.00009877386,0.00007091694,0.0001088626,0.0001744875,0.000182178],"domain_scores_gemma":[0.9973587,0.0004703523,0.0009896413,0.00007560014,0.0004150128,0.0006905546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008845649,0.0001102413,0.9672918,0.00006811955,0.00004570504,0.01650526,0.0002172002,0.0001325293,0.003351755,0.0001700275,0.001564443,0.009658339],"study_design_scores_gemma":[0.00004567008,0.0007500407,0.9169754,0.00007136739,0.00008915949,0.07651912,0.0007776715,0.0005566965,0.0008030383,0.0003155608,0.003067633,0.00002870895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862324,0.001332816,0.0002706536,0.0006539765,0.0001347141,0.00001830701,0.000800395,0.00004068615,0.01051603],"genre_scores_gemma":[0.9985726,0.0001953812,0.0001464938,0.0002209846,0.0001120282,0.000005121306,0.0003218713,0.000005907018,0.0004195691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004503144,"threshold_uncertainty_score":0.01506448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956377380213265,"score_gpt":0.323557234998565,"score_spread":0.3039934611964324,"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."}}