{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001342867,0.0004415765,0.0005517188,0.001556721,0.0001949144,0.0007580922,0.0004182274,0.0004260726,0.0004544221],"category_scores_gemma":[0.00456192,0.0001792013,0.0002069157,0.0008936534,0.0002715662,0.0006207538,0.0004066824,0.0004033346,0.0002175834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003443102,"about_ca_system_score_gemma":0.0004404406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008668677,"about_ca_topic_score_gemma":0.001529017,"domain_scores_codex":[0.9986765,0.0003603007,0.0002878549,0.0001572636,0.000452312,0.00006582403],"domain_scores_gemma":[0.9979076,0.0004904708,0.0009712453,0.00006859649,0.0004458439,0.0001162984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003454485,0.00004172703,0.9758749,0.000129926,0.0000587065,0.0002550215,0.0000502262,0.0002047267,0.001963079,0.00004448166,0.0004625164,0.02056918],"study_design_scores_gemma":[0.00003983478,0.0008155683,0.9777035,0.0001363168,0.0001402853,0.009798796,0.0001777128,0.005776674,0.002468713,0.0001812173,0.002730155,0.00003119642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806526,0.01331442,0.003407671,0.0002564258,0.0001167215,0.0001022959,0.0005616497,0.00007313127,0.001515196],"genre_scores_gemma":[0.9940687,0.001684631,0.00337694,0.00006037213,0.00007471091,0.00005487355,0.0004214236,0.000004153348,0.0002542096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001556721,"threshold_uncertainty_score":0.007101834,"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."}}