{"id":"W4380149197","doi":"10.1016/j.jval.2023.03.2280","title":"SA64 Comparative Effectiveness of Bimekizumab in Patients with Psoriatic Arthritis: Results from a Systematic Literature Review and Network Meta-Analysis","year":2023,"lang":"en","type":"article","venue":"Value in Health","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Psoriatic arthritis; Medicine; Meta-analysis; Systematic review; Internal medicine; Arthritis; Oncology; MEDLINE; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001965625,0.0002299398,0.002817132,0.0003236606,0.0000610821,0.000008787322,0.0001016623,0.0001227012,0.00001180776],"category_scores_gemma":[0.0001188243,0.0001548535,0.0001974151,0.002276457,0.00004587237,0.000062736,0.00003211732,0.0001575473,0.00001988528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006335293,"about_ca_system_score_gemma":0.00006220928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108422,"about_ca_topic_score_gemma":0.0003490939,"domain_scores_codex":[0.993731,0.004575545,0.0009010473,0.0004145326,0.00007053166,0.0003073718],"domain_scores_gemma":[0.9971771,0.001901432,0.0004660896,0.0003573693,0.00006973163,0.00002830714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.01191118,0.002966695,0.1968683,0.3039964,0.424777,0.0001690744,0.02802629,0.02519712,0.00004608577,0.001471168,0.001192462,0.003378194],"study_design_scores_gemma":[0.01514922,0.001390409,0.830345,0.08385826,0.06773216,0.000006592015,0.0002108007,0.0001483325,0.00007606196,0.0005125318,0.00002220558,0.0005483874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4866217,0.510721,0.000005157498,0.00007105424,0.00009854083,0.001867343,0.0005815667,0.00002361449,0.00001001952],"genre_scores_gemma":[0.978869,0.019485,0.0001031909,0.00005230633,0.000006441795,0.0002530764,0.001198824,0.00001075252,0.00002140979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6334767,"threshold_uncertainty_score":0.6314742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04934824141907208,"score_gpt":0.2887281059613601,"score_spread":0.239379864542288,"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."}}