{"id":"W2010695987","doi":"10.1016/j.arth.2007.08.005","title":"The Impact of Morbid Obesity on Patient Outcomes After Total Knee Arthroplasty","year":2008,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"WOMAC; Medicine; Body mass index; Osteoarthritis; Morbidly obese; Obesity; Total knee arthroplasty; Morbid obesity; Arthroplasty; Surgery; Physical therapy; Internal medicine; Weight loss","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":[0.0006976012,0.0004363769,0.0008851946,0.0001776005,0.0005196776,0.0000210149,0.0001507259,0.0001143884,0.0003086707],"category_scores_gemma":[0.0006245805,0.0001908885,0.0009733561,0.0002900132,0.0009213242,0.0002384464,0.000144987,0.0009287162,0.0001505783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001826196,"about_ca_system_score_gemma":0.0004292008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006622673,"about_ca_topic_score_gemma":0.00004740958,"domain_scores_codex":[0.996561,0.0003426885,0.001172362,0.000192607,0.001165751,0.000565589],"domain_scores_gemma":[0.9963439,0.001183269,0.0009384023,0.0007733899,0.0004422712,0.000318743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00662015,0.001213081,0.9698539,0.00002280807,0.001105836,0.0004624583,0.003166362,0.001566409,0.0004985083,0.00003261779,0.008252596,0.007205213],"study_design_scores_gemma":[0.003102716,0.005743082,0.9822412,0.0001337409,0.000143381,0.005152763,0.0005305184,0.00005489339,0.0008176409,0.00003969036,0.001842535,0.0001978548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959282,0.0006846123,0.00005566315,0.001204322,0.001195116,0.0004399628,0.0000314004,0.00002667143,0.0004340575],"genre_scores_gemma":[0.9980459,0.0004941369,0.0001547706,0.0002002936,0.0002336127,0.000005150915,0.000001220935,0.000047952,0.0008169264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01238722,"threshold_uncertainty_score":0.7784209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209065280482226,"score_gpt":0.2590369818546981,"score_spread":0.2469463290498759,"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."}}