{"id":"W4283695720","doi":"10.1136/annrheumdis-2022-eular.1386","title":"POS1031 EARLIER CLINICAL RESPONSE PREDICT LOW RATES OF RADIOGRAPHIC PROGRESSION IN BIO-NAIVE ACTIVE PSORIATIC ARTHRITIS PATIENTS RECEIVING GUSELKUMAB TREATMENT","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; McGill University","funders":"Cilag; College of Medicine, Drexel University; Memorial University of Newfoundland; University of Glasgow; Janssen Scientific Affairs; School of Medicine, Kyorin University; McGill University; Drexel University","keywords":"Medicine; Internal medicine; Psoriatic arthritis; Regimen; Ustekinumab; Arthritis; Rheumatoid arthritis","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":[0.0004296995,0.0003604797,0.0005801141,0.0004123309,0.0003021107,0.0009358123,0.0002088761,0.0006165578,0.005121063],"category_scores_gemma":[0.002015264,0.0002198877,0.0004484994,0.0004545232,0.0001806107,0.00048962,0.0002037618,0.001050942,0.0009861238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000206416,"about_ca_system_score_gemma":0.0002124814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005809837,"about_ca_topic_score_gemma":0.00083287,"domain_scores_codex":[0.999582,0.0001219964,0.00004600205,0.00006940203,0.00008696286,0.00009363491],"domain_scores_gemma":[0.9980378,0.0006036498,0.0007817689,0.00007921478,0.0001301387,0.000367468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003676677,0.0003417342,0.9718477,0.00007654118,0.000143948,0.0004448969,0.00005936514,0.0002438989,0.004717466,0.00007624023,0.000662434,0.01770927],"study_design_scores_gemma":[0.00005607892,0.000804657,0.9955515,0.00002253873,0.000102899,0.001186012,0.0001049579,0.0007069356,0.0005118937,0.0001149955,0.0008268032,0.00001069703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947242,0.001190951,0.0001356526,0.0001861042,0.00005573668,0.00001577557,0.000277984,0.00001375002,0.003399838],"genre_scores_gemma":[0.999016,0.0001342737,0.00006395299,0.00007654287,0.00003794329,0.00000492347,0.0001674101,0.000003619806,0.0004951271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005121063,"threshold_uncertainty_score":0.01713163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273134540151599,"score_gpt":0.3183978312120752,"score_spread":0.2856664858105591,"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."}}