{"id":"W4411618820","doi":"10.1007/s10067-025-07539-0","title":"Identifying clinically relevant subgroups of patients with knee pain flares for ibuprofen treatment: a secondary analysis","year":2025,"lang":"en","type":"article","venue":"Clinical Rheumatology","topic":"Inflammatory mediators and NSAID effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dutch Arthritis Association; ZonMw; Arthritis Society; Dutch Arthritis Society","keywords":"Medicine; Ibuprofen; Rheumatology; Internal medicine; Physical therapy; Pharmacology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004743718,0.001154555,0.002874837,0.001566786,0.0006363022,0.0007950682,0.0007529731,0.001077291,0.005815051],"category_scores_gemma":[0.01247463,0.0003142935,0.005760653,0.001184349,0.000311077,0.0004976675,0.0010415,0.0008859914,0.0007008764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005948092,"about_ca_system_score_gemma":0.001421888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00138595,"about_ca_topic_score_gemma":0.002429185,"domain_scores_codex":[0.9943858,0.002286481,0.001016478,0.001010518,0.0008731566,0.000427517],"domain_scores_gemma":[0.9947975,0.001802354,0.001535035,0.00044252,0.001096493,0.0003261161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1857214,0.007047391,0.662725,0.01007486,0.03168503,0.0005888462,0.0008400321,0.001281184,0.007993238,0.0007978257,0.007500757,0.08374435],"study_design_scores_gemma":[0.02330191,0.04349285,0.8879297,0.0009544785,0.02467754,0.0008007157,0.0008515941,0.003473932,0.003011647,0.001137917,0.01024767,0.0001201474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664029,0.003211063,0.004491184,0.0003424645,0.0002242045,0.01199782,0.01054589,0.00006518896,0.00271937],"genre_scores_gemma":[0.9752186,0.0003985067,0.0036114,0.0004786356,0.0001845785,0.01215409,0.006822899,0.00002378593,0.001107518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005815051,"threshold_uncertainty_score":0.02508754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198680022277212,"score_gpt":0.3485364362321582,"score_spread":0.328668434004437,"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."}}