{"id":"W3096426288","doi":"10.1055/s-0040-1718604","title":"Evaluation of Safety and Medium-Term Functional Outcomes of a Medial Fixed-Bearing Unicompartmental Knee Arthroplasty with Ultra-Highly Cross-Linked Polyethylene","year":2020,"lang":"en","type":"article","venue":"The Journal of Knee Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; WOMAC; Osteoarthritis; Unicompartmental knee arthroplasty; Surgery; Oxford knee score; Arthroplasty; Survivorship curve; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002967783,0.0002504788,0.001047507,0.0002105888,0.00009696777,0.00001434562,0.00007098942,0.00008593814,0.0002716009],"category_scores_gemma":[0.00114237,0.000150358,0.0002739216,0.0002757504,0.0005175801,0.0002910726,0.0000548108,0.0003789602,0.000004620385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008912246,"about_ca_system_score_gemma":0.0007746012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001619049,"about_ca_topic_score_gemma":0.00002883796,"domain_scores_codex":[0.9960669,0.0003175255,0.001241451,0.0001652722,0.001953393,0.0002555003],"domain_scores_gemma":[0.9960532,0.001654218,0.001069096,0.0002279057,0.000724687,0.0002709533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00679637,0.0002049378,0.9566793,0.0001237742,0.001101288,0.0000279803,0.001411511,0.0008881932,0.02905397,0.00001941636,0.000177972,0.003515277],"study_design_scores_gemma":[0.006439515,0.0007531752,0.9795982,0.0002202613,0.0009906985,0.0005286801,0.0005126497,0.0001824717,0.01051733,0.00001689287,0.0001016064,0.0001385766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957526,0.0007782824,0.0001489466,0.002203604,0.0006390121,0.0003089674,0.00002966739,0.00001622415,0.0001226621],"genre_scores_gemma":[0.9991225,0.0001536712,0.0001489669,0.0002012171,0.0002928325,0.000002275149,0.00001206057,0.00003066856,0.00003581757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02291884,"threshold_uncertainty_score":0.6131419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04186948003137595,"score_gpt":0.2833491139732341,"score_spread":0.2414796339418582,"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."}}