{"id":"W4379522186","doi":"10.1136/annrheumdis-2023-eular.769","title":"POS0019 PREDICTION OF PSORIATIC ARTHRITIS TOOL (PRESTO): DEVELOPMENT AND PERFORMANCE OF A NEW SCORING SYSTEM FOR PSORIATIC ARTHRITIS RISK","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Sunnybrook Hospital; University of Waterloo; Women's College Hospital; University of Toronto","funders":"Pfizer; Eli Lilly and Company","keywords":"Psoriatic arthritis; Medicine; Psoriasis; Cohort; Internal medicine; Prospective cohort study; Physical therapy; Immunology","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":[0.002705491,0.0009100887,0.0009417986,0.002320901,0.000388337,0.001239216,0.0006816406,0.0005616668,0.005013328],"category_scores_gemma":[0.006918658,0.0002907634,0.001023576,0.001056485,0.000203088,0.0007675487,0.001208589,0.0007391048,0.00174093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003314151,"about_ca_system_score_gemma":0.0007532968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253437,"about_ca_topic_score_gemma":0.002112639,"domain_scores_codex":[0.9975542,0.0007192211,0.0003414041,0.0002371755,0.0009916092,0.0001563611],"domain_scores_gemma":[0.9970866,0.001049494,0.0007924424,0.0001207554,0.0007440239,0.0002067067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00348862,0.0005706669,0.7382526,0.0004711189,0.000851737,0.0002843931,0.0001048809,0.002694854,0.005389937,0.001021935,0.01688022,0.2299891],"study_design_scores_gemma":[0.0008204184,0.001915006,0.9407109,0.0001904224,0.0007790693,0.00251872,0.0001168895,0.0289321,0.005071335,0.002078769,0.0167431,0.0001233674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9145459,0.003364413,0.0350578,0.001016715,0.0004537126,0.001598453,0.019534,0.00139401,0.02303496],"genre_scores_gemma":[0.9238746,0.000910178,0.05101184,0.0004891716,0.0002591386,0.001082921,0.01615705,0.0001335478,0.006081528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005013328,"threshold_uncertainty_score":0.0167712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03630190081868485,"score_gpt":0.2693423778658121,"score_spread":0.2330404770471272,"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."}}