{"id":"W2081148195","doi":"10.1016/j.arth.2008.08.004","title":"Antibiotic Bone Cement and the Incidence of Deep Infection after Total Knee Arthroplasty","year":2008,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University; University of Toronto","funders":"","keywords":"Bone cement; Medicine; Incidence (geometry); Osteoarthritis; Arthroplasty; Total knee arthroplasty; Joint arthroplasty; Cement; Antibiotics; Joint pain; Surgery; Knee pain; Materials science; Biology","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":[0.0005878786,0.0001307465,0.0003181347,0.0000958614,0.0002508215,0.000007475934,0.000014105,0.00004500672,0.0001158199],"category_scores_gemma":[0.0001122167,0.00006103117,0.0001298107,0.0001591149,0.0006035996,0.0001380201,0.00004733265,0.0002893921,0.00001349372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003604558,"about_ca_system_score_gemma":0.00008095507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007819919,"about_ca_topic_score_gemma":0.00008012976,"domain_scores_codex":[0.9988395,0.0001534176,0.0004436935,0.00007844031,0.0003350175,0.0001499295],"domain_scores_gemma":[0.9990131,0.0001712292,0.0003558119,0.0001867845,0.0001949149,0.00007817755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003340794,0.0006280539,0.9741894,0.00006066037,0.0005530999,0.0002658168,0.002588816,0.000231922,0.0002867944,0.00005748575,0.0002188057,0.01757833],"study_design_scores_gemma":[0.005797556,0.00173426,0.9735793,0.0001464177,0.0004500682,0.0168223,0.0001739885,0.0001623744,0.0003382394,0.00003155723,0.0006923442,0.00007156905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965001,0.001486502,0.0006573326,0.0003482812,0.0004983871,0.0002421957,0.000002048159,0.000006717805,0.0002584689],"genre_scores_gemma":[0.9964456,0.002915723,0.0001475312,0.00007478029,0.0002151573,0.000001895123,5.319097e-7,0.00001024164,0.0001885175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01750676,"threshold_uncertainty_score":0.2488779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007767123908053407,"score_gpt":0.2320523046811742,"score_spread":0.2242851807731208,"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."}}