{"id":"W3192288073","doi":"10.1007/s00167-021-06683-9","title":"The medial condylar wall is a reliable landmark to kinematically align the femoral component in medial UKA: an in‐silico study","year":2021,"lang":"en","type":"article","venue":"Knee Surgery Sports Traumatology Arthroscopy","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Society","funders":"","keywords":"Condyle; Valgus; Anatomy; Coronal plane; Medial axis; Landmark; Orthodontics; Medicine; Kinematics; Geometry; Physics; Mathematics; Artificial intelligence; Computer science","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":[0.0006927212,0.0003399178,0.0003570253,0.0002684739,0.0001527925,0.0006781672,0.0003676545,0.0004731331,0.001133939],"category_scores_gemma":[0.001475589,0.0004158897,0.0004149761,0.0002942807,0.0003739835,0.0002365453,0.0003571444,0.0002371423,0.0003779583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002347752,"about_ca_system_score_gemma":0.0003484219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364816,"about_ca_topic_score_gemma":0.001326068,"domain_scores_codex":[0.9996842,0.000090109,0.00002287013,0.00005075441,0.0001040215,0.00004806014],"domain_scores_gemma":[0.9991227,0.0004378052,0.0001804409,0.000100065,0.0001168481,0.00004219635],"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":[0.001321639,0.0005452459,0.0387773,0.00077437,0.00009304078,0.000644708,0.0004650044,0.2049816,0.7280521,0.001006136,0.0002610454,0.02307781],"study_design_scores_gemma":[0.0001088532,0.003567964,0.06510495,0.0001515344,0.0002323377,0.001362699,0.0007195226,0.6105436,0.312557,0.0004619072,0.0050635,0.0001260651],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986739,0.0004960986,0.01189286,0.00001982268,0.00002123011,0.00002859699,0.0001205234,0.00004078392,0.0006410878],"genre_scores_gemma":[0.9951553,0.0001557625,0.004422395,0.000005041626,0.00000224905,0.00001223252,0.00007940775,0.000007423867,0.0001601827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001364816,"threshold_uncertainty_score":0.003793418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076225497158497,"score_gpt":0.2924318788842896,"score_spread":0.2716696239127046,"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."}}