{"id":"W4206949421","doi":"10.1007/s00590-021-03187-7","title":"Survival analysis of one-stage exchange of infected unicompartmental knee arthroplasty: a single-center study with minimum 3 years follow-up","year":2022,"lang":"en","type":"article","venue":"European Journal of Orthopaedic Surgery & Traumatology","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Unicompartmental knee arthroplasty; Periprosthetic; Survivorship curve; Surgery; Aseptic processing; Stage (stratigraphy); Implant; Proportional hazards model; Arthroplasty; Retrospective cohort study; Single Center; Osteoarthritis; Cancer; Internal 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002114858,0.0003289274,0.002259528,0.002061584,0.00009131771,0.00001095715,0.0001763883,0.00003475491,0.001493687],"category_scores_gemma":[0.0002210509,0.000294046,0.001034569,0.001822526,0.0003439004,0.0001344879,0.0002102443,0.0005300083,0.000007533157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009505485,"about_ca_system_score_gemma":0.0002548777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000199098,"about_ca_topic_score_gemma":0.0001914513,"domain_scores_codex":[0.9939615,0.00217843,0.001932547,0.0003522685,0.0011242,0.0004510585],"domain_scores_gemma":[0.9963014,0.0007997896,0.00184089,0.0004953357,0.0002883312,0.0002743121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004912656,0.004540939,0.9719573,0.00008180879,0.007341598,0.004849645,0.00237882,0.0001513515,0.0004831416,0.000006581921,0.0002788102,0.003017314],"study_design_scores_gemma":[0.01213635,0.007364631,0.9661453,0.0001123782,0.002985035,0.001472557,0.005308212,0.00002966932,0.00006546798,2.993389e-7,0.004126717,0.0002533633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974054,0.0002951587,0.00007621372,0.0001325435,0.001167672,0.0003855796,0.00009759641,0.00003398856,0.0004058644],"genre_scores_gemma":[0.9993545,0.00002514765,0.0001435682,0.00007736356,0.00005614988,0.000005573444,0.00005487016,0.00007907306,0.0002037326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007223689,"threshold_uncertainty_score":0.9999512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04653893322027838,"score_gpt":0.2599664000151007,"score_spread":0.2134274667948223,"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."}}