{"id":"W7116085730","doi":"10.25143/prom-rsu_2025-24_dt","title":"Synovial Inflammation as an Essential Feature of Osteoarthritis: Unravelling the Role of Viral Agents and Associations with Cognitive and Mental Health Outcomes. Doctoral Thesis","year":2025,"lang":"","type":"dissertation","venue":"","topic":"Bone and Joint Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflammation; Synovitis; Synovial membrane; Systemic inflammation; Disease; Immune system; Parvovirus","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0007087854,0.0002595336,0.000477567,0.0006458163,0.0002279979,0.0008441278,0.000217845,0.0003902964,0.001710771],"category_scores_gemma":[0.001113276,0.0001402146,0.0003178665,0.0006814733,0.0003353629,0.0003283691,0.000405789,0.0006422088,0.0002660151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640684,"about_ca_system_score_gemma":0.0005735392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511498,"about_ca_topic_score_gemma":0.001369122,"domain_scores_codex":[0.9998878,0.00003351322,0.000009472413,0.0000257304,0.00002523205,0.0000182624],"domain_scores_gemma":[0.9994997,0.0001269476,0.000157145,0.00001735704,0.00008653593,0.0001123417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001574601,0.0004567313,0.6684586,0.003521105,0.0006544761,0.001212851,0.001653868,0.0003345247,0.01018673,0.001457356,0.01050884,0.2999803],"study_design_scores_gemma":[0.0000240089,0.0007525951,0.9856991,0.0008972764,0.000178297,0.00139994,0.0009285903,0.0004638546,0.000421083,0.001009581,0.008204696,0.00002086927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5879138,0.3988701,0.000883719,0.007283212,0.0007386939,0.00006564952,0.0008285636,0.00001831914,0.003397833],"genre_scores_gemma":[0.834431,0.1594294,0.001245782,0.0006647453,0.001439633,0.0000617561,0.0004657735,0.000008180265,0.002253725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001710771,"threshold_uncertainty_score":0.005723119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009202196855852975,"score_gpt":0.2915885306463995,"score_spread":0.2823863337905465,"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."}}