{"id":"W4411491850","doi":"10.1016/j.apro.2025.100130","title":"PROMIS symptom clusters at diagnosis predict poor treatment response at 6 months in rheumatoid arthritis","year":2025,"lang":"en","type":"article","venue":"Advances in Patient-Reported Outcomes","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McGill University","funders":"","keywords":"Rheumatoid arthritis; Medicine; Physical therapy; Psychology; Clinical psychology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003761628,0.0004499905,0.001026323,0.0007816655,0.0001878277,0.00003246771,0.0001551934,0.0001522166,0.0002352937],"category_scores_gemma":[0.001391197,0.0003708877,0.000247885,0.0006559088,0.0002596564,0.0004104888,0.0002091316,0.0002213491,0.00003542312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587744,"about_ca_system_score_gemma":0.0002671455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004174344,"about_ca_topic_score_gemma":0.004999463,"domain_scores_codex":[0.9961571,0.0002902297,0.001342051,0.0007640697,0.0006327372,0.0008138118],"domain_scores_gemma":[0.9977217,0.0009281765,0.0002936026,0.0007083301,0.0001032729,0.000244899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00481447,0.0007066264,0.873018,0.00004542375,0.0002099015,0.001403012,0.001145942,0.00009183853,0.0001577401,0.00002291912,0.0003688165,0.1180153],"study_design_scores_gemma":[0.02596194,0.002287104,0.81357,0.003098728,0.00001654718,0.0002757997,0.001041418,0.0002833552,0.009567425,0.0003418972,0.1429671,0.0005886119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435118,0.0502659,0.000006457455,0.00201547,0.0004768689,0.002208542,0.00005137207,0.0001345542,0.001329005],"genre_scores_gemma":[0.8465862,0.1497521,0.0002243858,0.0003117806,0.000006970087,0.001657757,0.00008072575,0.0000378503,0.001342297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1425983,"threshold_uncertainty_score":0.9998743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009039385175676361,"score_gpt":0.2912544759705977,"score_spread":0.2822150907949214,"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."}}