{"id":"W4415570885","doi":"10.1302/1358-992x.2025.11.043","title":"NEUTROPHIL TO LYMPHOCYTE RATIO AS AN INDICATOR OF PERIPROSTHETIC JOINT INFECTION: A RETROSPECTIVE COHORT STUDY","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":"McMaster University","funders":"","keywords":"Periprosthetic; Retrospective cohort study; Cohort; Arthroplasty; Joint arthroplasty; Receiver operating characteristic; Neutrophil to lymphocyte ratio; Cohort study","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":[0.00123271,0.0002991614,0.000875396,0.00103951,0.0003783456,0.0007953906,0.0004526993,0.0003984624,0.0008778969],"category_scores_gemma":[0.002959121,0.0004639319,0.0008507117,0.001609481,0.0003038757,0.0006198593,0.0003899282,0.000607009,0.0001917457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003245441,"about_ca_system_score_gemma":0.000542582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002093322,"about_ca_topic_score_gemma":0.002580405,"domain_scores_codex":[0.998973,0.0001683351,0.0002488923,0.000299931,0.0002181907,0.00009165543],"domain_scores_gemma":[0.997979,0.0004434271,0.0008342494,0.0002085892,0.0003596153,0.0001752068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000207758,0.00002643935,0.9979916,0.00008484961,0.0001788289,0.0001798428,0.00006492084,0.00001721139,0.0001537775,0.000009781374,0.00006380594,0.001021193],"study_design_scores_gemma":[0.00001927057,0.0002861645,0.9972567,0.00004456384,0.0003435815,0.001241319,0.000242719,0.0001359157,0.00008627384,0.00001746897,0.0003159126,0.00001015919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963849,0.002855346,0.0001416983,0.00001919618,0.00001133632,0.00003062647,0.000333231,0.000002775887,0.0002210454],"genre_scores_gemma":[0.9978926,0.00128865,0.000152519,0.00003630881,0.00001461671,0.0000383208,0.0004934224,0.000003179229,0.00008039171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002093322,"threshold_uncertainty_score":0.006519318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008751619639490149,"score_gpt":0.2783135164607732,"score_spread":0.269561896821283,"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."}}