{"id":"W4395114395","doi":"10.1093/rheumatology/keae163.161","title":"P120 Characteristics of difficult-to-treat rheumatoid arthritis: results from a systematic literature review","year":2024,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatoid arthritis; Systematic review; Intensive care medicine; MEDLINE; Dermatology; Physical therapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01673306,0.001458401,0.00758787,0.02314128,0.0009574043,0.003805953,0.002294187,0.002113038,0.007851148],"category_scores_gemma":[0.09323144,0.001135709,0.008252726,0.02560448,0.001502917,0.003548133,0.002764092,0.001102396,0.0005902171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005424152,"about_ca_system_score_gemma":0.01383288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008216157,"about_ca_topic_score_gemma":0.02177336,"domain_scores_codex":[0.978587,0.006137773,0.01037452,0.001345441,0.002948956,0.0006063544],"domain_scores_gemma":[0.8833137,0.09013336,0.01892292,0.001281039,0.005700262,0.0006487509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001345053,0.000008667183,0.002084533,0.9781748,0.006116423,0.0001442082,0.0004146888,0.00005610984,0.00008018912,0.0001557512,0.0008777797,0.01175223],"study_design_scores_gemma":[0.0001720922,0.0000982035,0.00878591,0.9410426,0.04063952,0.0004235349,0.0007905709,0.00006081165,0.0000946549,0.0002144549,0.007644553,0.00003306376],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007777208,0.9837936,0.0004595095,0.0008065689,0.000139843,0.001591342,0.004519502,0.00002621969,0.0008862964],"genre_scores_gemma":[0.09236719,0.8968354,0.002079055,0.001260763,0.0001341042,0.004763297,0.002260721,0.00002442932,0.0002750743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02314128,"threshold_uncertainty_score":0.08849388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103334295402846,"score_gpt":0.2644112658402288,"score_spread":0.2533779228862003,"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."}}