{"id":"W2913554816","doi":"10.3899/jrheum.180537","title":"Serum Biomarkers for Prediction of Response to Methotrexate Monotherapy in Early Rheumatoid Arthritis: Results from the SWEFOT Trial","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Reumatikerförbundet","keywords":"Medicine; Rheumatoid arthritis; Methotrexate; Internal medicine; Clinical trial; Arthritis; Antirheumatic Agents; Oncology","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":[0.002939468,0.0008847159,0.001864404,0.0003840875,0.0002155247,0.0008770278,0.0003221151,0.0007650899,0.001293733],"category_scores_gemma":[0.003958625,0.0001980086,0.001318239,0.0003990813,0.0003354374,0.0004811087,0.0002889321,0.0008668561,0.0002577293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423479,"about_ca_system_score_gemma":0.0002946047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003473039,"about_ca_topic_score_gemma":0.0006277553,"domain_scores_codex":[0.99891,0.0006277842,0.00009660626,0.000146451,0.000161277,0.0000580005],"domain_scores_gemma":[0.9968348,0.001437412,0.001048028,0.0001877053,0.0001885558,0.0003035612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4737002,0.001297312,0.436219,0.0009971398,0.01095426,0.0002179507,0.0001596402,0.001827792,0.004095586,0.0001184138,0.001899962,0.0685127],"study_design_scores_gemma":[0.1022398,0.03449191,0.8427359,0.000532489,0.009299221,0.0008482749,0.0001400385,0.004060174,0.001452,0.0005154157,0.003595995,0.0000886156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910636,0.00742792,0.0001321566,0.0002650398,0.00005396804,0.00005811089,0.0005573996,0.0000109309,0.0004307825],"genre_scores_gemma":[0.9954156,0.001611883,0.0004542168,0.0002040602,0.0001933707,0.000112842,0.001639031,0.000006154063,0.0003628258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002939468,"threshold_uncertainty_score":0.01554555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210655358397341,"score_gpt":0.2891688178125132,"score_spread":0.2681032819727791,"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."}}