{"id":"W2618533725","doi":"10.5792/ksrr.16.035","title":"Causes and Clinical Outcomes of Revision Total Knee Arthroplasty","year":2017,"lang":"en","type":"article","venue":"Knee Surgery and Related Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; WOMAC; Surgery; Osteoarthritis; Total knee arthroplasty; Complication; Range of motion; Retrospective cohort study; Aseptic processing; Arthroplasty","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000892582,0.0002925759,0.0004399849,0.001521342,0.0004078512,0.0006604997,0.0004625167,0.000405151,0.001484],"category_scores_gemma":[0.006508058,0.0001726306,0.0005936021,0.001023625,0.0004064599,0.0004172682,0.0005451166,0.0003823081,0.0002537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003097163,"about_ca_system_score_gemma":0.000430677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009717792,"about_ca_topic_score_gemma":0.001328045,"domain_scores_codex":[0.998646,0.000258267,0.0003093821,0.000163928,0.0004533225,0.0001691424],"domain_scores_gemma":[0.98998,0.001072935,0.00687044,0.0003398533,0.001164597,0.0005722642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004800806,0.00001234368,0.9976375,0.00002016418,0.00003206464,0.0003021238,0.00003003503,0.00001653504,0.00005489725,0.000004721292,0.00005112376,0.001790374],"study_design_scores_gemma":[0.000003505615,0.0000705916,0.9946663,0.00001961322,0.00003307719,0.004781631,0.0001591327,0.00005295075,0.00005869824,0.00001522545,0.0001340401,0.000005219661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965978,0.002639113,0.00009451564,0.00004805555,0.00001391443,0.00001035193,0.0002135514,0.00000848226,0.0003742879],"genre_scores_gemma":[0.9993499,0.0003283495,0.00003532134,0.00001059626,0.00002225245,0.000005445807,0.0002073493,0.000001522782,0.00003915914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001521342,"threshold_uncertainty_score":0.004964471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07899882507596243,"score_gpt":0.4004215101149587,"score_spread":0.3214226850389963,"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."}}