{"id":"W4283687195","doi":"10.1136/annrheumdis-2022-eular.1384","title":"POS1030 PAIN RESPONSE IN PSORIATIC ARTHRITIS PATIENTS TREATED WITH GUSELKUMAB IS DRIVEN PREDOMINANTLY BY INFLAMMATION-INDEPENDENT EFFECTS","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; McGill University","funders":"","keywords":"Medicine; Inflammation; Fibromyalgia; Placebo; Internal medicine; Tumor necrosis factor alpha; Immunology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002907546,0.0002893862,0.0007132459,0.0001804177,0.0001773578,0.000474835,0.0001347285,0.0003348597,0.00423875],"category_scores_gemma":[0.0007053539,0.0001633058,0.0003866148,0.0002199362,0.0001991286,0.0002657951,0.0001673624,0.0007597003,0.0008176878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002022277,"about_ca_system_score_gemma":0.0002837924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002540118,"about_ca_topic_score_gemma":0.000510868,"domain_scores_codex":[0.9996959,0.00008512771,0.00002253918,0.00004434202,0.00007117986,0.00008100864],"domain_scores_gemma":[0.9997711,0.00006048657,0.00006275121,0.00001470892,0.00002375769,0.00006727114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.05826111,0.002426099,0.225489,0.001098642,0.0009428994,0.004376386,0.0002657488,0.0006637094,0.4252955,0.0006235181,0.004667355,0.27589],"study_design_scores_gemma":[0.002164097,0.01353212,0.9595335,0.000125773,0.0006144701,0.007014815,0.0002908306,0.001412919,0.009602702,0.0006194374,0.005047658,0.00004162324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905719,0.003595439,0.0002277084,0.0003519021,0.0000889107,0.00003625298,0.0001961803,0.00003717305,0.004894498],"genre_scores_gemma":[0.9982389,0.0004907885,0.0001329568,0.0003060936,0.00005233408,0.00001767236,0.0001909732,0.000008112044,0.000562152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00423875,"threshold_uncertainty_score":0.01418006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007817884318912328,"score_gpt":0.2469245890865002,"score_spread":0.2391067047675878,"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."}}