{"id":"W2105816841","doi":"10.3899/jrheum.131401","title":"Clinical and Serological Predictors of Remission in Rheumatoid Arthritis Are Dependent on Treatment Regimen","year":2014,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Versus Arthritis; National Institute for Health and Care Research","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Methotrexate; Prednisolone; Regimen; Serology; Rheumatoid factor; Clinical trial; Combination therapy; Rheumatology; Immunology; Antibody","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":[0.002193197,0.0001923329,0.0003550541,0.0003188043,0.0001967917,0.0004514703,0.0001822013,0.0004625983,0.003034013],"category_scores_gemma":[0.008790025,0.0001137788,0.0005308317,0.0005030749,0.0003143573,0.0003852643,0.0002193306,0.0005837962,0.000414747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001528631,"about_ca_system_score_gemma":0.0001799187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000195442,"about_ca_topic_score_gemma":0.0002836464,"domain_scores_codex":[0.9967873,0.001883923,0.0003418513,0.00031413,0.0004948353,0.0001780059],"domain_scores_gemma":[0.9877998,0.006374625,0.004527654,0.000517194,0.0002692194,0.0005115659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006240487,0.0003493279,0.9670845,0.00009569812,0.000357466,0.00009686746,0.00005536766,0.0002394794,0.001607816,0.00004644624,0.0002432678,0.02358326],"study_design_scores_gemma":[0.0001558378,0.001837422,0.9958102,0.00003562684,0.0002029084,0.0004994806,0.00003211957,0.0004055178,0.0003871122,0.00008338979,0.000545115,0.000005337142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932232,0.003486725,0.000469185,0.0002353369,0.00003001415,0.0000396614,0.0001774476,0.000009314263,0.002329237],"genre_scores_gemma":[0.9993765,0.0001763904,0.0001258056,0.00007141539,0.00003654836,0.00001110688,0.00009024652,0.000002305922,0.000109597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003034013,"threshold_uncertainty_score":0.01159889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305457194696809,"score_gpt":0.3057101787331652,"score_spread":0.2826556067861972,"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."}}