{"id":"W2801269187","doi":"10.25959/23239253","title":"The role of synovial inflammation in osteoarthritis","year":2017,"lang":"en","type":"dissertation","venue":"UTAS Research Repository","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Government","keywords":"Medicine; Osteoarthritis; Synovitis; WOMAC; Knee pain; Cartilage; Placebo; Internal medicine; Effusion; Joint effusion; Arthritis; Physical therapy; Magnetic resonance imaging; Surgery; Pathology; Radiology","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":[0.001465746,0.0003307172,0.0005616096,0.0006450668,0.0002864838,0.001323919,0.0003341763,0.0004814895,0.001479832],"category_scores_gemma":[0.001960245,0.0002386038,0.0005255295,0.0005292232,0.0006817689,0.0004017385,0.0006721805,0.0006076559,0.0003051539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003756323,"about_ca_system_score_gemma":0.0007855945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007086236,"about_ca_topic_score_gemma":0.0007315103,"domain_scores_codex":[0.9989071,0.0006030069,0.00009748129,0.00009123376,0.0002167772,0.0000844126],"domain_scores_gemma":[0.9989078,0.000376419,0.0004657828,0.00004466616,0.0001173447,0.00008802895],"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":[0.01064306,0.001151278,0.1518672,0.02264919,0.001367275,0.002351521,0.003103795,0.001746318,0.1145261,0.01195169,0.007438842,0.6712037],"study_design_scores_gemma":[0.001201153,0.01849822,0.7896872,0.009654157,0.001754667,0.007670749,0.003338426,0.002194229,0.0266641,0.01837645,0.1207641,0.0001967597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2839398,0.7040108,0.001554698,0.002762662,0.0004549908,0.0001154635,0.00022223,0.00002118196,0.006918162],"genre_scores_gemma":[0.6964436,0.2982171,0.001836914,0.0004326232,0.0006812989,0.00009225585,0.0001223339,0.000005072867,0.002168755],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001479832,"threshold_uncertainty_score":0.007751763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850897689752334,"score_gpt":0.3397556709257683,"score_spread":0.321246694028245,"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."}}