{"id":"W2343610414","doi":"10.1186/s12891-016-1025-8","title":"Risk factors for revision of total knee arthroplasty: a scoping review","year":2016,"lang":"en","type":"review","venue":"BMC Musculoskeletal Disorders","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Agency for Drugs and Technologies in Health; Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; CINAHL; Sports medicine; MEDLINE; Total knee arthroplasty; Orthopedic surgery; Arthroplasty; Incidence (geometry); Risk factor; Physical therapy; Surgery; Internal medicine; Psychological intervention","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"],"consensus_categories":[],"category_scores_codex":[0.0007109282,0.001128103,0.005128639,0.0004156311,0.0001803474,0.00001889872,0.000168742,0.0004814742,0.0006288223],"category_scores_gemma":[0.004802799,0.000729771,0.005785713,0.0005379427,0.0003224678,0.0002017279,0.0002176172,0.0005333169,0.0002357006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001371106,"about_ca_system_score_gemma":0.0009322847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000228216,"about_ca_topic_score_gemma":0.0000685768,"domain_scores_codex":[0.994926,0.0004786338,0.00205213,0.001077088,0.0006868063,0.0007793682],"domain_scores_gemma":[0.9940827,0.002576034,0.001606386,0.001240197,0.0001597191,0.0003349216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001700964,0.00008994836,0.0003622472,0.4233654,0.0002528474,7.480904e-7,0.00001261475,2.227433e-7,1.451222e-7,0.00002586305,0.0005807323,0.5752922],"study_design_scores_gemma":[0.001197055,0.0006811966,0.0001957965,0.5726221,0.002826039,0.00002009077,0.00002642384,0.00000166282,2.293072e-7,0.00001011658,0.4218131,0.0006062376],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002214733,0.9849342,0.001994325,0.00004521708,0.0007505414,0.01121725,0.0003821545,0.000154647,0.0003002431],"genre_scores_gemma":[0.0000439959,0.996534,0.001491274,0.00002683148,0.0001939214,0.0003067382,0.0003618272,0.0002548911,0.0007865602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.574686,"threshold_uncertainty_score":0.9995154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837226300914637,"score_gpt":0.3443322167719732,"score_spread":0.3159599537628268,"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."}}