{"id":"W2107405035","doi":"10.5435/00124635-200701000-00006","title":"Wear and Osteolysis Around Total Knee Arthroplasty","year":2007,"lang":"en","type":"review","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":231,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Osteolysis; Medicine; Implant; Arthroplasty; Total knee arthroplasty; Surgery; Bearing surface; Orthodontics; Materials science","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002228703,0.000679173,0.004513735,0.0008872633,0.0002105357,0.00002707767,0.0002378501,0.0003367004,0.0001262671],"category_scores_gemma":[0.0007165933,0.0003905545,0.002711872,0.001275081,0.001776593,0.0001441009,0.0002744826,0.00290486,0.00001352709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080775,"about_ca_system_score_gemma":0.0007944868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002734553,"about_ca_topic_score_gemma":0.000003040062,"domain_scores_codex":[0.9946463,0.0004815937,0.002476687,0.0004037818,0.001328943,0.0006626692],"domain_scores_gemma":[0.9920015,0.001336554,0.00556115,0.0003663791,0.0001253192,0.0006090457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001716337,0.0001340578,0.01047009,0.001922985,0.001219915,0.0001507357,0.00004830988,9.193133e-7,0.000003449718,0.00001874095,0.001789918,0.9840692],"study_design_scores_gemma":[0.0009171094,0.0005866771,0.0154785,0.009978923,0.004312201,0.01900025,0.0002511461,0.000002662288,0.000002552269,0.000006676776,0.94911,0.0003533235],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04895232,0.948539,0.00002481698,0.0006426066,0.0009074581,0.0005368896,0.0001011901,0.00001990125,0.0002758362],"genre_scores_gemma":[0.009353804,0.9879516,0.0003049848,0.000411384,0.0009402383,0.000004571622,0.000004543217,0.00009488836,0.0009339257],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9837159,"threshold_uncertainty_score":0.9998546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03650830625722285,"score_gpt":0.3314583659680901,"score_spread":0.2949500597108672,"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."}}