{"id":"W4385456054","doi":"10.3899/jrheum.2023-0537","title":"Proceedings of the GRAPPA 2022 Executive Retreat","year":2023,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity; Toronto Western Hospital; University of Toronto; Women's College Hospital; University Health Network","funders":"UCB Pharma; University College Dublin; National Institute for Health and Care Research; Celltrion; Medac; University of Toronto; XBiotech; Pfizer; National Psoriasis Foundation; Biogen; Incyte; NIHR Cambridge Biomedical Research Centre; Dermira; Sun Pharma; Regeneron Pharmaceuticals; University of Pennsylvania; Celgene; LEO Pharma; Ortho Dermatologics; Gilead Sciences; L'Oreal USA; Sanofi; AstraZeneca; Samsung; Bristol-Myers Squibb; Eli Lilly and Company; Amgen","keywords":"Medicine; Executive summary; Executive committee; Management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.02071642,0.001820505,0.001039814,0.001621906,0.002367839,0.007002953,0.002182471,0.006779065,0.03420343],"category_scores_gemma":[0.02065369,0.0006805426,0.001632436,0.001154369,0.001020872,0.001966512,0.004156769,0.01118028,0.01708865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002888059,"about_ca_system_score_gemma":0.01363595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005200845,"about_ca_topic_score_gemma":0.00919853,"domain_scores_codex":[0.9931059,0.001900477,0.0004366637,0.0004537675,0.003043557,0.001059747],"domain_scores_gemma":[0.9829093,0.002298829,0.0008195324,0.0005580963,0.007050976,0.006363277],"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":[0.00004390031,0.0000421652,0.0001622995,0.00007703737,0.00001461516,0.00009085016,0.00003083048,0.00008674242,0.00008210728,0.0008613321,0.9814781,0.01702992],"study_design_scores_gemma":[0.00002077213,0.00002837086,0.0007379687,0.0001416159,0.000008373832,0.00007865561,0.00006327936,0.00009595607,0.00007897062,0.0005440338,0.9981938,0.000008055954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002835156,0.02581679,0.005137478,0.3632722,0.5228036,0.0004996778,0.001880067,0.0004516553,0.07730336],"genre_scores_gemma":[0.03172847,0.0320586,0.01254902,0.1969152,0.2164555,0.001826663,0.007088149,0.001294023,0.5000843],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03420343,"threshold_uncertainty_score":0.1144219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393797540614445,"score_gpt":0.2594431766982983,"score_spread":0.2455052012921539,"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."}}