{"id":"W4403296151","doi":"10.1186/s13075-024-03409-3","title":"Changes and associations between synovial fluid and magnetic resonance imaging markers of osteoarthritis after high tibial osteotomy","year":2024,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fowler Kennedy Sport Medicine Clinic; London Health Sciences Centre; Western University","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"High tibial osteotomy; Osteoarthritis; Magnetic resonance imaging; Synovial fluid; Medicine; Rheumatology; Orthopedic surgery; Internal medicine; Sports medicine; Radiology; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009380245,0.0002325179,0.0004686301,0.0004220365,0.0001991017,0.0001642626,0.00008142064,0.0001378593,0.0003371864],"category_scores_gemma":[0.000106978,0.0002247174,0.00007738941,0.0004223635,0.0004671254,0.0002196708,0.0001029021,0.0003975773,0.00002736979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007604406,"about_ca_system_score_gemma":0.0001435572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002116347,"about_ca_topic_score_gemma":0.0004209289,"domain_scores_codex":[0.9974821,0.0002969125,0.0003223473,0.0005616149,0.0007129231,0.0006240947],"domain_scores_gemma":[0.9987776,0.0004343404,0.00004093424,0.0002799783,0.0002138909,0.0002533077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004004486,0.00004685058,0.01837749,0.00004540264,0.0000292917,0.0004583155,0.0005171489,5.36282e-9,0.0167963,0.0005214164,0.0003048028,0.9625025],"study_design_scores_gemma":[0.0471892,0.0533507,0.55373,0.01048018,0.0002336922,0.000942761,0.00151827,0.00008678193,0.06737957,0.01367974,0.249678,0.001731109],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8009219,0.1941337,0.00000443207,0.002775027,0.0001490632,0.001042233,0.0003992553,0.00007908677,0.0004953613],"genre_scores_gemma":[0.9619244,0.03604115,0.000447892,0.0001401881,0.0004441881,0.0002396297,0.00009041483,0.00006151933,0.0006106693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9607714,"threshold_uncertainty_score":0.9163709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235872885683731,"score_gpt":0.3054251097614658,"score_spread":0.2830663809046285,"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."}}