{"id":"W4415570901","doi":"10.1302/1358-992x.2025.11.030","title":"ABSOLUTE NEUTROPHIL COUNT: A NOVEL MARKER FOR DIAGNOSING CHRONIC PERIPROSTHETIC JOINT INFECTION FOLLOWING TOTAL HIP AND KNEE ARTHROPLASTY","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":"University of Alberta","funders":"","keywords":"Periprosthetic; Gold standard (test); White blood cell; Absolute neutrophil count; Synovial fluid; Arthroplasty; Receiver operating characteristic; Total knee arthroplasty","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"],"consensus_categories":[],"category_scores_codex":[0.0003233315,0.0003250652,0.0004329463,0.0003325448,0.0005593193,0.0001121505,0.00001747848,0.0001804882,0.0000384387],"category_scores_gemma":[0.000199036,0.0002909529,0.000316784,0.0004258449,0.0001287619,0.0002982098,0.00007534774,0.0002623921,0.000009329478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003684478,"about_ca_system_score_gemma":0.000254151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000674941,"about_ca_topic_score_gemma":0.00001403783,"domain_scores_codex":[0.9982997,0.000005096012,0.0004008833,0.0005578144,0.0002436123,0.0004928625],"domain_scores_gemma":[0.999321,0.0000496491,0.0001307772,0.0001348428,0.0001971032,0.0001665884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004081204,0.0008795757,0.885096,0.001763707,0.0009174296,0.0000475216,0.0004240441,0.000005965881,0.007462581,0.0027179,0.001264031,0.09901314],"study_design_scores_gemma":[0.01274365,0.00202079,0.9163675,0.001878114,0.001504713,0.0008295018,0.0001092452,0.003279419,0.0003163823,0.0001886883,0.06026503,0.000496946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898835,0.001087755,0.001241531,0.0008187985,0.001021212,0.001854713,0.00001326844,0.0002045245,0.00387464],"genre_scores_gemma":[0.9954261,0.0002841525,0.0007828086,0.000284114,0.0003815564,0.0008023523,0.00002392878,0.00005051854,0.001964509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0985162,"threshold_uncertainty_score":0.9999543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103100689187567,"score_gpt":0.2527435225452169,"score_spread":0.2417125156533412,"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."}}