{"id":"W4412347486","doi":"10.1177/23259671251344944","title":"Simulated Biomechanical Analysis of Optimal Knee Alignment for Treating Medial Meniscus Posterior Root Tears","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Journal of Sports Medicine","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fowler Kennedy Sport Medicine Clinic; Western University","funders":"","keywords":"Medicine; Cadaveric spasm; Medial meniscus; High tibial osteotomy; Tears; Knee flexion; Range of motion; Biomechanics; Knee Joint; Valgus; Anatomy; Osteoarthritis; Orthodontics; Surgery; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000382195,0.0002947249,0.0002216348,0.0002658949,0.0001175647,0.0002387733,0.0003369989,0.0001886564,0.001294319],"category_scores_gemma":[0.0007134529,0.0001566259,0.0002708345,0.0001436597,0.0002926102,0.000140261,0.0002417799,0.0002153659,0.0001143894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936111,"about_ca_system_score_gemma":0.0002794559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004009519,"about_ca_topic_score_gemma":0.0005982316,"domain_scores_codex":[0.9997781,0.00005796964,0.00001837296,0.0000317751,0.00008550559,0.00002834614],"domain_scores_gemma":[0.9996641,0.0001072636,0.0001202847,0.00003327483,0.00004266485,0.00003246603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005836929,0.002918729,0.01289617,0.0003670689,0.00005629733,0.0001518115,0.0001576039,0.01378123,0.9404413,0.0001023263,0.0001305992,0.02315994],"study_design_scores_gemma":[0.0009727877,0.09767495,0.1453233,0.0001165142,0.000311622,0.001058417,0.0006619674,0.1089064,0.6428261,0.0003546069,0.001713644,0.0000795782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983283,0.00009861591,0.001405195,0.000004978633,0.000004143985,0.00002567731,0.00003413012,0.000008692003,0.00009035163],"genre_scores_gemma":[0.9971124,0.0001180991,0.002520284,0.000009644956,0.00000531878,0.00006114985,0.00008790007,0.00000390947,0.00008128559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001294319,"threshold_uncertainty_score":0.00432992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009790017721634967,"score_gpt":0.2912900031746679,"score_spread":0.2814999854530329,"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."}}