{"id":"W4407593279","doi":"10.1007/s00402-025-05780-5","title":"Increased rates of periprosthetic joint infection following hip hemiarthroplasty with clindamycin prophylaxis compared to cefazolin","year":2025,"lang":"en","type":"article","venue":"Archives of Orthopaedic and Trauma Surgery","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Medicine; Cefazolin; Periprosthetic; Orthopedic surgery; Clindamycin; Joint infections; Daptomycin; Surgery; Arthroplasty; Antibiotics; Vancomycin; Microbiology; Staphylococcus aureus","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":[0.0008224365,0.0001833176,0.0005519541,0.0003594992,0.0002209415,0.0006128405,0.0001960331,0.0003560903,0.002264369],"category_scores_gemma":[0.007343866,0.0001386467,0.0006592837,0.0005406708,0.0002198619,0.0003986298,0.0002642782,0.0005075521,0.0001413272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003177392,"about_ca_system_score_gemma":0.0005270839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001453108,"about_ca_topic_score_gemma":0.00263764,"domain_scores_codex":[0.9989218,0.0003797665,0.0001404051,0.0001019712,0.0003117282,0.000144351],"domain_scores_gemma":[0.9942913,0.002383906,0.002363373,0.0002644912,0.0003201339,0.0003768695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02523102,0.0006252782,0.9096491,0.0004255191,0.0005312135,0.001174984,0.0005008779,0.000209107,0.008731477,0.00009210477,0.0004057982,0.05242348],"study_design_scores_gemma":[0.0001419089,0.004450425,0.9905347,0.00006080286,0.0003038668,0.001790028,0.0003573003,0.0002974046,0.001614984,0.00004289025,0.0003947617,0.00001092506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980932,0.001176671,0.0001106989,0.00003677852,0.00001374645,0.000009828735,0.00005122746,0.000004232837,0.0005035365],"genre_scores_gemma":[0.9995211,0.000196519,0.00007790916,0.00002365306,0.00001037253,0.000003894615,0.00003046306,0.000001811482,0.0001341953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002264369,"threshold_uncertainty_score":0.007575095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819175192261339,"score_gpt":0.268260490360741,"score_spread":0.2500687384381276,"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."}}