{"id":"W2899564587","doi":"10.1136/rmdopen-2018-000738","title":"ACPA and RF as predictors of sustained clinical remission in patients with rheumatoid arthritis: data from the Ontario Best practices Research Initiative (OBRI)","year":2018,"lang":"en","type":"article","venue":"RMD Open","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center; Mount Sinai Hospital; University of Toronto; St Joseph's Health Care; University Health Network; Toronto General Hospital; McGill University; Western University","funders":"Canadian Arthritis Network; Ontario Ministry of Health and Long-Term Care; Celgene; Sanofi; Amgen; Pfizer; Eli Lilly and Company","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Physical therapy; Arthritis; Alternative medicine; Family medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00137522,0.0001909928,0.0004522943,0.000694798,0.0005329819,0.0006745401,0.0006197817,0.0003581117,0.0009705617],"category_scores_gemma":[0.005999187,0.0002509618,0.0004335776,0.001571234,0.0002988954,0.0003286983,0.000526329,0.0003430056,0.0001709846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406225,"about_ca_system_score_gemma":0.002640398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3257061,"about_ca_topic_score_gemma":0.4046851,"domain_scores_codex":[0.9982774,0.0003731608,0.0002144923,0.0002832327,0.0006113416,0.0002404225],"domain_scores_gemma":[0.9926147,0.00093452,0.004311468,0.0004842544,0.0009543333,0.0007007049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006506334,0.000006691069,0.9992535,0.000007145799,0.00001972178,0.00001069276,0.00003092801,0.000009768529,0.00003193324,0.000002894655,0.00008652692,0.0004751831],"study_design_scores_gemma":[0.00001239485,0.00002679497,0.9995688,0.000004590755,0.00002349459,0.00004305927,0.00005211578,0.00007697727,0.00001143076,0.000002936217,0.0001758309,0.000001648293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963811,0.0004697138,0.00006987494,0.00009548022,0.000004891741,0.00001802155,0.002575896,0.000005676094,0.000379433],"genre_scores_gemma":[0.9976762,0.0001677634,0.00009673801,0.00002934679,0.00001205085,0.00001607009,0.001911091,0.000001774245,0.00008911133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6742939,"threshold_uncertainty_score":0.6476205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1815347812534104,"score_gpt":0.44839202189887,"score_spread":0.2668572406454596,"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."}}