{"id":"W1552867979","doi":"10.1002/9781119413936.ch35","title":"Antibiotic Cement in Total Knee Arthroplasty","year":2021,"lang":"en","type":"other","venue":"Evidence-Based Orthopedics","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Periprosthetic; Medicine; Bone cement; Rheumatoid arthritis; Total knee arthroplasty; Antibiotics; Surgery; Osteoarthritis; Arthroplasty; Cement; Joint arthroplasty; Diabetes mellitus; Internal medicine; Pathology","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":[0.0003578896,0.0005658208,0.0008627194,0.0007462077,0.00008827244,0.00004493169,0.00003996394,0.0005315568,0.01323199],"category_scores_gemma":[0.0003586143,0.0004986599,0.0003294301,0.0007723937,0.0001536367,0.00006995157,0.00008175892,0.0007633797,0.0003616653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003013943,"about_ca_system_score_gemma":0.001434184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007191612,"about_ca_topic_score_gemma":0.0009833521,"domain_scores_codex":[0.997127,0.0001752781,0.0005630393,0.0008193239,0.0007516032,0.0005637517],"domain_scores_gemma":[0.99833,0.000157929,0.000266537,0.0008438727,0.0001039987,0.0002976649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001570423,0.001972829,0.8081272,0.001835691,0.0005028241,0.005921005,0.00005001762,0.00006337698,0.00001952917,0.00007931629,0.116278,0.06499313],"study_design_scores_gemma":[0.006907089,0.001916182,0.1049656,0.03182466,0.00102745,0.0003342893,0.00008814428,0.0003110593,0.00005913523,0.000003524546,0.8514823,0.00108049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06613053,0.09394012,0.001894486,0.003349661,0.01029008,0.006988174,0.000289437,0.001201618,0.8159159],"genre_scores_gemma":[0.1020918,0.00701999,0.002964662,0.001216536,0.001921332,0.0001123533,0.0007112434,0.0007719549,0.8831901],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7352043,"threshold_uncertainty_score":0.9997465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03395511762729242,"score_gpt":0.2980789989165251,"score_spread":0.2641238812892326,"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."}}