{"id":"W4416210785","doi":"10.1302/1358-992x.2025.13.063","title":"TIMING FROM ADMISSION TO DEBRIDEMENT, ANTIBIOTIC, AND IMPLANT RETENTION (DAIR) AFFECTS TREATMENT SUCCESS IN TOTAL KNEE ARTHROPLASTY PROSTHETIC JOINT INFECTION","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Multivariate analysis; Referral; Odds ratio; Complication; Arthroplasty; Confidence interval; Quality of life (healthcare); Implant; Total knee arthroplasty; Discontinuation","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":[0.001037235,0.0002210464,0.0004141514,0.0007787161,0.0003395083,0.0006504814,0.0003973425,0.0003568158,0.001540605],"category_scores_gemma":[0.008305132,0.000243273,0.0004540672,0.001145494,0.0004028353,0.0004209603,0.0004586571,0.0003287535,0.0001822493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003022735,"about_ca_system_score_gemma":0.0005275968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009485274,"about_ca_topic_score_gemma":0.001410063,"domain_scores_codex":[0.9990407,0.0003480824,0.0002133255,0.0001002546,0.0001600563,0.0001376087],"domain_scores_gemma":[0.9926442,0.003153072,0.003237621,0.0002096289,0.0002984339,0.0004571179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001756692,0.00004124747,0.9978184,0.0000141515,0.00001361157,0.0001328036,0.00004387062,0.00002464961,0.0001177907,0.000005797285,0.00002283322,0.001589101],"study_design_scores_gemma":[0.00001109086,0.0003766041,0.99787,0.00001278435,0.00003141746,0.001135808,0.0001955531,0.0001698018,0.0001084065,0.00001298553,0.00007104254,0.000004544045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999546,0.0002201029,0.00004901749,0.00001401125,0.00000237691,0.000005745021,0.00003726455,0.00000160164,0.0001239616],"genre_scores_gemma":[0.9997818,0.00007743948,0.00004229822,0.000007478865,0.000007154386,0.000006312917,0.00004467434,6.71901e-7,0.00003216305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001540605,"threshold_uncertainty_score":0.005485535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559239944361909,"score_gpt":0.2708970336414868,"score_spread":0.2553046341978678,"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."}}