{"id":"W4379523076","doi":"10.1136/annrheumdis-2023-eular.1204","title":"POS0326 POLYGENIC RISK SCORE OF RHEUMATOID ARTHRITIS PREDICTS BONY EROSION","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Pfizer","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Cohort; Bone erosion; Population; Rheumatology; Quantile; Genome-wide association study; Physical therapy; Single-nucleotide polymorphism; Statistics; Environmental health; Genotype","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":[0.0006781471,0.001308626,0.0005924439,0.001399604,0.0007088874,0.0009638494,0.0005973655,0.001120506,0.01306409],"category_scores_gemma":[0.002190021,0.000335929,0.001867126,0.00185771,0.0004210152,0.0003557563,0.0006008247,0.001232153,0.001799237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835177,"about_ca_system_score_gemma":0.0003224325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002110831,"about_ca_topic_score_gemma":0.002085148,"domain_scores_codex":[0.9991038,0.0003164833,0.00009500766,0.0001826197,0.0001360361,0.0001659452],"domain_scores_gemma":[0.9976335,0.0006151623,0.0008801334,0.0002094309,0.0001619056,0.0004998895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004209667,0.0002231193,0.9660851,0.00009755851,0.001557495,0.002550012,0.0001210806,0.0006825872,0.01274503,0.0004926422,0.001599638,0.009636085],"study_design_scores_gemma":[0.00008468279,0.0004391641,0.9913424,0.00002814299,0.0005788751,0.002996676,0.00008135977,0.001733904,0.0006893811,0.0005888842,0.001405562,0.00003108797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923671,0.0008987503,0.00116468,0.0002929842,0.0001480482,0.0000142252,0.001911164,0.00006453643,0.003138522],"genre_scores_gemma":[0.9964227,0.0001387967,0.0004335049,0.00006811634,0.0001151125,0.00001065301,0.001000165,0.00002490384,0.001785964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01306409,"threshold_uncertainty_score":0.04370373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03445832367312355,"score_gpt":0.2982982043715121,"score_spread":0.2638398806983885,"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."}}