{"id":"W4416500428","doi":"10.1302/1358-992x.2025.14.020","title":"LONG-TERM OUTCOMES OF TOTAL KNEE ARTHROPLASTY WITH DISTAL FEMORAL REPLACEMENT FOR NON-ONCOLOGIC INDICATIONS","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Periprosthetic; Prosthesis; Implant; Cohort; Arthroplasty; Retrospective cohort study; Orthopedic surgery; Total knee arthroplasty; Knee replacement","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003112067,0.0003437456,0.0007448552,0.000350723,0.000219586,0.00003483589,0.00008069108,0.0001507536,0.00009607534],"category_scores_gemma":[0.0004417063,0.0002548632,0.0002698379,0.000561606,0.0003931739,0.0002241747,0.0001369735,0.0002868699,0.00001506592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577369,"about_ca_system_score_gemma":0.0003960741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008175577,"about_ca_topic_score_gemma":0.00002901151,"domain_scores_codex":[0.9978727,0.000007184098,0.0006284346,0.0005484541,0.0004562496,0.0004869704],"domain_scores_gemma":[0.9986746,0.0001554881,0.0003519968,0.0002709421,0.0003537846,0.0001931761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001011357,0.0004840676,0.9898018,0.0006351962,0.0003518852,0.00001036722,0.0003405154,8.949613e-7,0.0006830618,0.001213225,0.001539531,0.003928082],"study_design_scores_gemma":[0.007330465,0.002433782,0.9867815,0.0003617734,0.0004199521,0.0001060013,0.0005517543,0.00006131994,0.0009783015,0.0000465561,0.0006867205,0.0002418452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888743,0.0000774763,0.002602395,0.00227272,0.0003499963,0.002048698,0.00004502702,0.0001582333,0.003571196],"genre_scores_gemma":[0.984941,0.00001254906,0.004383899,0.0003908853,0.00008179464,0.0004135224,0.00006233492,0.00003784029,0.009676155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006319108,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344363743842113,"score_gpt":0.2852874164221798,"score_spread":0.2718437789837587,"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."}}