{"id":"W2086489401","doi":"10.1097/01.blo.0000214420.14088.76","title":"Cost Effectiveness of Revision Total Knee Arthroplasty","year":2006,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Arthroplasty; Total knee arthroplasty; Joint arthroplasty; Arthroplasty replacement; Sports medicine; Orthopedic surgery; Cost effectiveness; Osteoarthritis; Physical therapy; Surgery; Risk analysis (engineering); Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007389411,0.0001736638,0.0006982659,0.0002494888,0.00020955,0.00002142701,0.00005074129,0.0004548864,0.0001691858],"category_scores_gemma":[0.002767397,0.0001253333,0.0003673824,0.0006772005,0.001436781,0.00007436083,0.0002335725,0.001773697,0.0001258276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003653871,"about_ca_system_score_gemma":0.0002203242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004848096,"about_ca_topic_score_gemma":0.000005137953,"domain_scores_codex":[0.9960309,0.001172324,0.0009969736,0.0005131168,0.0008117749,0.0004749175],"domain_scores_gemma":[0.9943171,0.004314439,0.0001303425,0.0004212515,0.0004815046,0.0003353185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001442642,0.001040634,0.9031559,0.0006492857,0.0002087616,0.0005381777,0.00003746701,0.00003454781,0.0007695716,0.003028322,0.001252607,0.08784205],"study_design_scores_gemma":[0.006141303,0.002284321,0.9780632,0.0009520726,0.00007797898,0.0003602777,0.00007007211,0.000550918,0.0001527255,0.0005922918,0.01060104,0.0001537929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903212,0.002387191,0.0000616031,0.000535051,0.0006661259,0.0009867511,0.00001087831,0.00005255204,0.004978687],"genre_scores_gemma":[0.9951777,0.001133032,0.0002339399,0.00001674003,0.0001796677,0.00001019525,0.00003717683,0.00003493437,0.003176549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08768826,"threshold_uncertainty_score":0.7705928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07423271448661131,"score_gpt":0.4231343587266203,"score_spread":0.348901644240009,"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."}}