{"id":"W7116329787","doi":"10.1186/s13075-025-03717-2","title":"Novel insights into the biology of childhood arthritis- lessons learned from the synovium","year":2025,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Arthritis; Context (archaeology); Inflammatory arthritis; Rheumatology; Synovial membrane; Disease; Presentation (obstetrics); Complex disease","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":[],"consensus_categories":[],"category_scores_codex":[0.001813948,0.0002263331,0.0005600148,0.0002946045,0.0009164494,0.00008893932,0.000908773,0.0002185587,0.000458533],"category_scores_gemma":[0.0009076936,0.0001312214,0.0002305344,0.001211653,0.001902385,0.0001304818,0.0003626844,0.001394028,0.0001129976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005667756,"about_ca_system_score_gemma":0.001079843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00380369,"about_ca_topic_score_gemma":0.001423687,"domain_scores_codex":[0.9964779,0.0008689362,0.000599317,0.0005282325,0.0007973422,0.000728289],"domain_scores_gemma":[0.9962909,0.001546283,0.0000890977,0.001355459,0.0006096868,0.0001085303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004007294,0.0005387616,0.00274878,0.00001131204,0.0003530141,0.00001561391,0.005791573,0.000001756765,0.104575,0.02361518,0.004462739,0.8574855],"study_design_scores_gemma":[0.009210526,0.001161914,0.09630993,0.0008879267,0.0000104398,0.00001304709,0.005896522,0.0001067431,0.03070313,0.05202274,0.8034375,0.0002395799],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7491231,0.1646883,0.000265489,0.07753203,0.0001533182,0.001433119,0.00002614194,0.00005861103,0.006719948],"genre_scores_gemma":[0.8126022,0.1850772,0.00008358603,0.001015463,0.0001362277,0.000208917,0.00005396407,0.00002928697,0.0007931438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.857246,"threshold_uncertainty_score":0.704868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06896760638445422,"score_gpt":0.3808143946543991,"score_spread":0.3118467882699449,"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."}}