{"id":"W4379800822","doi":"10.1136/annrheumdis-2023-eular.1426","title":"AB1110 EXPLORING LEVELS OF PROTEIN BIOMARKERS IN RESPONSE TO TREATMENT FOR PSORIASIS AND PSORIATIC ARTHRITIS","year":2023,"lang":"en","type":"article","venue":"","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Krembil Foundation","funders":"","keywords":"Medicine; Psoriatic arthritis; Psoriasis; CXCL10; MMP3; Internal medicine; Arthritis; Gastroenterology; Immunology; Chemokine; Inflammation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001861373,0.0001215548,0.0002191627,0.0006106741,0.0002754272,0.0003071604,0.0001351106,0.000244309,0.00365032],"category_scores_gemma":[0.0005286673,0.00007421362,0.0001536846,0.000841004,0.0001678753,0.0001387587,0.0001176486,0.0002878645,0.0005122997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004056476,"about_ca_system_score_gemma":0.0002720259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005470094,"about_ca_topic_score_gemma":0.008006262,"domain_scores_codex":[0.9997789,0.00003898635,0.00002660695,0.00003146067,0.00007890977,0.00004510431],"domain_scores_gemma":[0.9994216,0.00009272767,0.0002538606,0.00001614032,0.00009235366,0.0001232869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001027989,0.0001481841,0.9817171,0.000064062,0.00004193503,0.0003702098,0.00009812114,0.00003062527,0.004637544,0.00002071254,0.0007469078,0.01109673],"study_design_scores_gemma":[0.0000139806,0.0004746655,0.9971194,0.000006828554,0.00001825703,0.0006357014,0.00009265861,0.00004834886,0.0007091315,0.000009660093,0.0008688518,0.000002366229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944823,0.001233928,0.00008248455,0.000103593,0.00001507012,0.00004461546,0.001464143,0.00001363827,0.002560272],"genre_scores_gemma":[0.9972355,0.0003296347,0.0002250002,0.0001104363,0.00002370083,0.00003289054,0.001045498,0.000002753662,0.0009946133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005470094,"threshold_uncertainty_score":0.0122115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07503542969847594,"score_gpt":0.2825651883060298,"score_spread":0.2075297586075539,"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."}}