{"id":"W4413101834","doi":"10.1007/s00590-025-04471-6","title":"The use of navigation to achieve planned coronal alignment during cemented revision total knee arthroplasty: a technical note and case series","year":2025,"lang":"en","type":"article","venue":"European Journal of Orthopaedic Surgery & Traumatology","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Société Française de Chirurgie Orthopédique et Traumatologique","keywords":"Coronal plane; Total knee arthroplasty; Series (stratigraphy); Arthroplasty; Computer science; Orthodontics; Medicine; Surgery; Geology; Anatomy","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":[0.0007403702,0.003129476,0.001076861,0.002704191,0.001963099,0.003009014,0.002375486,0.007850683,0.00155054],"category_scores_gemma":[0.009174186,0.00138442,0.002418752,0.001795107,0.002153776,0.003189803,0.001742847,0.004217538,0.001871453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009537189,"about_ca_system_score_gemma":0.001840017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001194259,"about_ca_topic_score_gemma":0.003064485,"domain_scores_codex":[0.9976982,0.0003744862,0.000653534,0.0003275,0.0004702172,0.0004759004],"domain_scores_gemma":[0.9953395,0.001606399,0.001439815,0.0006281047,0.0003234497,0.0006626568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008231852,0.0001645048,0.0304928,0.0001058968,0.00004142702,0.9527794,0.0005309497,0.0003685451,0.003155258,0.0003004265,0.000732354,0.0112461],"study_design_scores_gemma":[0.000007443111,0.0001146463,0.00333698,0.00002806288,0.00002416304,0.994232,0.0001490854,0.0003668224,0.000867591,0.0001380742,0.0007097348,0.00002538074],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9257663,0.01030693,0.04225972,0.004642372,0.001672501,0.0003276072,0.0003406525,0.0009215599,0.01376242],"genre_scores_gemma":[0.9791461,0.002366947,0.0135992,0.001482586,0.00149607,0.00006924022,0.0002160753,0.0001726333,0.001451213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007850683,"threshold_uncertainty_score":0.006919742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525124785982566,"score_gpt":0.2682315947313155,"score_spread":0.2429803468714898,"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."}}