{"id":"W3152589273","doi":"10.1093/rheumatology/keab119","title":"Comparative effectiveness of guselkumab in psoriatic arthritis: results from systematic literature review and network meta-analysis","year":2021,"lang":"en","type":"review","venue":"Lara D. Veeken","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVERSANA (Canada)","funders":"Janssen Research and Development","keywords":"Medicine; Psoriatic arthritis; Psoriasis Area and Severity Index; Internal medicine; Adverse effect; Interleukin 23; Meta-analysis; Arthritis; Randomized controlled trial; Psoriasis; Oncology; Dermatology; Interleukin 17; Cytokine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001159862,0.0006897942,0.02300598,0.0002372224,0.0000582625,0.00004531124,0.0001379789,0.0002959099,0.00004623085],"category_scores_gemma":[0.0003838087,0.0004616518,0.002624697,0.002345572,0.00006049123,0.00006272036,0.0001302456,0.0004414839,0.00001124753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110741,"about_ca_system_score_gemma":0.0001067431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009292105,"about_ca_topic_score_gemma":0.0002308914,"domain_scores_codex":[0.99412,0.002429304,0.001880776,0.0008647624,0.0003842977,0.0003208449],"domain_scores_gemma":[0.9955586,0.002132481,0.0009874573,0.0009745557,0.0002340092,0.0001129297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00005447134,0.0002142313,0.00001622428,0.6484039,0.3463577,0.0006935322,0.0002499093,0.000003150911,2.347524e-8,0.00004971111,0.0001859199,0.003771239],"study_design_scores_gemma":[0.001328641,0.00009914719,0.00007221762,0.4912647,0.4982188,0.00006160676,0.00001771883,0.000001305509,1.577967e-7,0.00001547135,0.008711639,0.0002086139],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001925668,0.9939842,0.000004449229,0.00002370121,0.00009890254,0.004325367,0.001352749,0.00001823475,0.0001730918],"genre_scores_gemma":[0.0002574121,0.995102,0.0002930657,0.00005412201,0.00007329139,0.001120248,0.002978286,0.00003600528,0.00008553948],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1571392,"threshold_uncertainty_score":0.9997835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06779723762926695,"score_gpt":0.3552183048457422,"score_spread":0.2874210672164752,"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."}}