{"id":"W4383556137","doi":"10.3899/jrheum.2023-0496","title":"Prologue: Group for Research and Assessment of Psoriasis and Psoriatic Arthritis (GRAPPA) 2022 Annual Meeting","year":2023,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"Pfizer; Eli Lilly and Company; Amgen","keywords":"Psoriatic arthritis; Medicine; Psoriasis; Enthesitis; Secukinumab; Family medicine; Disease; Physical therapy; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003612733,0.001601882,0.0008365521,0.001165623,0.000900898,0.005214842,0.001218979,0.003008977,0.1912529],"category_scores_gemma":[0.004926553,0.0004907159,0.0007729148,0.0005734589,0.0004634767,0.001911194,0.002905175,0.005203922,0.1317921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395243,"about_ca_system_score_gemma":0.003378969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002100756,"about_ca_topic_score_gemma":0.003253479,"domain_scores_codex":[0.9984255,0.0003829387,0.000103151,0.0002679769,0.0004344355,0.0003859474],"domain_scores_gemma":[0.9952277,0.0004346239,0.0002895909,0.0001205269,0.001620245,0.002307236],"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":[0.00009217533,0.00002696138,0.0001815366,0.0001016152,0.000004590628,0.00005847996,0.00001458088,0.00001880908,0.0001794136,0.0003422026,0.9709038,0.0280759],"study_design_scores_gemma":[0.00005254794,0.00005146935,0.0009330171,0.0002125975,0.000004231563,0.0001173851,0.00005159836,0.00005303534,0.00009310772,0.0004225266,0.9980013,0.000007155279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003601564,0.03554359,0.005129032,0.1852206,0.3939759,0.002101827,0.02168421,0.002104272,0.3506391],"genre_scores_gemma":[0.01554035,0.03090347,0.005966404,0.05759471,0.1267316,0.001991692,0.0194898,0.00166276,0.7401193],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1912529,"threshold_uncertainty_score":0.6398047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04456840864849285,"score_gpt":0.3690780069483731,"score_spread":0.3245095982998802,"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."}}