{"id":"W4362680812","doi":"10.1615/jlongtermeffmedimplants.2023047031","title":"High Survivorship of Hybrid Fixation Technique in Aseptic Condylar Revision Total Knee Arthroplasty with Minimal Metaphyseal Bone Loss: 5-10 Year Clinical Outcomes","year":2023,"lang":"en","type":"article","venue":"Journal of Long-Term Effects of Medical Implants","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiodensity; Condyle; Surgery; Aseptic processing; Implant; Survivorship curve; Fixation (population genetics); Radiography; Arthroplasty; Femur; Dentistry; Population","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":[0.0005682343,0.0002495859,0.0002991468,0.0005609276,0.0002626299,0.0005001878,0.0001742949,0.000391755,0.001070804],"category_scores_gemma":[0.002082384,0.0001270852,0.0004474387,0.0002836572,0.0002554924,0.0003122256,0.000393702,0.0002430845,0.0002623781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001500833,"about_ca_system_score_gemma":0.0001418683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002555477,"about_ca_topic_score_gemma":0.0005770882,"domain_scores_codex":[0.9995561,0.00009703248,0.00006653996,0.0000467316,0.0001346925,0.00009893127],"domain_scores_gemma":[0.9982873,0.0002776804,0.0009633547,0.00009653332,0.0001594551,0.0002156894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003412532,0.0001052774,0.9871855,0.00002664415,0.00006713009,0.001080303,0.0001621251,0.00006546113,0.001626062,0.00001020649,0.00004282712,0.009287112],"study_design_scores_gemma":[0.00001157372,0.001650625,0.9869447,0.00001230948,0.00006218671,0.01013756,0.0003101508,0.0001786395,0.0004803227,0.00001943098,0.0001824742,0.000009998366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995984,0.0002134289,0.00006644348,0.000006196707,0.000002230527,0.000002731367,0.00001964253,0.000001864475,0.00008902956],"genre_scores_gemma":[0.9998326,0.00004964463,0.00002748808,0.000005845672,0.000004179442,0.000002504268,0.00003431114,5.147496e-7,0.00004293554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001070804,"threshold_uncertainty_score":0.00358218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888625247870281,"score_gpt":0.33049947993377,"score_spread":0.3116132274550673,"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."}}