{"id":"W3165322256","doi":"10.1136/annrheumdis-2021-eular.4091","title":"OP0229 THE GROUP FOR RESEARCH AND ASSESSMENT OF PSORIASIS AND PSORIATIC ARTHRITIS (GRAPPA) TREATMENT RECOMMENDATIONS 2021","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Genentech; Keele University; University of Leeds; Northwell Health; University of California, San Diego; Regeneron Pharmaceuticals; University of Toronto; Cleveland Clinic; Singapore General Hospital; University of Pennsylvania; Gilead Sciences; Sanofi; University College Dublin; GlaxoSmithKline; Amgen; Pfizer; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; University of Washington","keywords":"Medicine; Psoriatic arthritis; Psoriasis; Dermatology; Plaque psoriasis; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01587662,0.001276735,0.001939749,0.003564355,0.001274813,0.004503428,0.0029839,0.00928189,0.05108223],"category_scores_gemma":[0.0428877,0.0008797894,0.002979459,0.002771403,0.0008787768,0.001330264,0.003671764,0.008637642,0.044555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002611327,"about_ca_system_score_gemma":0.02093384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02357483,"about_ca_topic_score_gemma":0.02831215,"domain_scores_codex":[0.9845219,0.006581605,0.002124764,0.000531234,0.004774802,0.001465652],"domain_scores_gemma":[0.9666518,0.008257186,0.003059339,0.0009572982,0.01617761,0.004896832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003242918,0.0002400504,0.001572782,0.0008353244,0.00007985279,0.0000845801,0.00004479989,0.0001009598,0.0002213867,0.001769407,0.8903902,0.1043364],"study_design_scores_gemma":[0.0008805752,0.0001889815,0.008016631,0.004425929,0.0001876634,0.0003213629,0.0001008278,0.0001773029,0.0003001709,0.002244088,0.9831179,0.00003867018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004828127,0.05628071,0.01409151,0.3318505,0.03555455,0.008297456,0.08897839,0.001690822,0.4584281],"genre_scores_gemma":[0.02496124,0.0780649,0.1117935,0.2873497,0.01910266,0.01592776,0.1792385,0.00245385,0.281108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05108223,"threshold_uncertainty_score":0.1708871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126910084452623,"score_gpt":0.4326820263378974,"score_spread":0.3057719418852745,"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."}}