{"id":"W4214505533","doi":"10.1302/0301-620x.104b3.bjj-2021-0481.r2","title":"High revision rates following repeat septic revision after failed one-stage exchange for periprosthetic joint infection in total knee arthroplasty","year":2022,"lang":"en","type":"article","venue":"The Bone & Joint Journal","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Periprosthetic; Septic arthritis; Joint arthroplasty; Knee Joint; Arthroplasty; Total knee arthroplasty; Prosthesis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009704234,0.0003653306,0.0004369665,0.0008685589,0.0004390717,0.0007728987,0.0003676039,0.0004878871,0.001339018],"category_scores_gemma":[0.006360743,0.0001653305,0.0007629,0.0005017017,0.0004351995,0.0004022524,0.0005092786,0.0005295136,0.0002312483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075043,"about_ca_system_score_gemma":0.0002814732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056848,"about_ca_topic_score_gemma":0.00189749,"domain_scores_codex":[0.9990162,0.0002079941,0.0001857224,0.0001331802,0.0002949566,0.000162002],"domain_scores_gemma":[0.9932928,0.001246337,0.003942294,0.0004521468,0.0006194093,0.0004469263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001485468,0.00001979636,0.9938106,0.00002769776,0.00005075761,0.0009707374,0.0001624984,0.0000940552,0.0004790621,0.00001167491,0.00005392839,0.004170663],"study_design_scores_gemma":[0.000007116609,0.0003972891,0.9861481,0.0000297899,0.0000617917,0.01194004,0.0003932632,0.0003792681,0.0004152333,0.00003867778,0.000173967,0.00001544488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991086,0.0005121175,0.0001639578,0.00001449246,0.00000507316,0.000003984901,0.00003582785,0.00000631833,0.0001495733],"genre_scores_gemma":[0.999721,0.0001130564,0.00004378044,0.000007658559,0.000007817912,0.000002992655,0.00006240677,0.000001365488,0.0000398727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001339018,"threshold_uncertainty_score":0.005132139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336713145927369,"score_gpt":0.2679106481008517,"score_spread":0.2445435166415781,"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."}}