{"id":"W4415430230","doi":"10.1302/1358-992x.2025.10.027","title":"PATIENT AND SURGICAL RISK FACTORS FOR SURGICAL SITE INFECTION IN LOWER EXTREMITY ONCOLOGIC ENDOPROSTHETIC RECONSTRUCTION: A SECONDARY ANALYSIS OF THE PARITY TRIAL DATA","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Univariate analysis; Multivariate analysis; Antibiotic prophylaxis; Proportional hazards model; Soft tissue; Randomized controlled trial; Orthopedic surgery; Surgical site infection; Bone cement; Soft tissue sarcoma","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":[],"consensus_categories":[],"category_scores_codex":[0.001345385,0.0001952805,0.0006440024,0.0004418467,0.0001580468,0.0000309525,0.00009234953,0.0002702804,0.0003941242],"category_scores_gemma":[0.001005544,0.0001344634,0.0004195154,0.001857038,0.0002336071,0.000235742,0.0002288114,0.0005159093,6.008793e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636897,"about_ca_system_score_gemma":0.0001347431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003194357,"about_ca_topic_score_gemma":0.0001812408,"domain_scores_codex":[0.9980224,0.0001016681,0.0007482417,0.0005990746,0.0002928647,0.0002357246],"domain_scores_gemma":[0.9985016,0.000500927,0.0004157004,0.0002813418,0.0002009436,0.00009947949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006622714,0.000419493,0.9404717,0.00008936052,0.0002728066,0.000005350167,0.00007855486,0.000003763374,0.0000232812,0.0001107724,0.00004484443,0.05185734],"study_design_scores_gemma":[0.03270354,0.0006418866,0.9421707,0.0001911864,0.002454914,0.0001403093,0.00009012065,0.003037299,0.0001718566,0.0004385304,0.0177741,0.0001855745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957207,0.0001317944,0.00003793724,0.0002019307,0.0005549543,0.001419573,0.00008717572,0.00005453038,0.001791366],"genre_scores_gemma":[0.9992778,0.0002686926,0.00005460003,0.0000290056,0.00008190282,0.00008784335,0.00007954679,0.000008281781,0.0001123819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05167177,"threshold_uncertainty_score":0.548326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232760034790255,"score_gpt":0.2950856194268172,"score_spread":0.2727580190789146,"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."}}