{"id":"W4407767112","doi":"10.3390/antibiotics14030214","title":"Effectiveness of Local Antibiotics for Infection Prevention in Primary Joint Arthroplasty: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Antibiotics","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kaohsiung Municipal Ta-Tung Hospital","keywords":"Medicine; Relative risk; Randomized controlled trial; Odds ratio; Periprosthetic; Cochrane Library; Meta-analysis; Confidence interval; Cohort study; Internal medicine; Cohort; Surgery; Statistical significance; Arthroplasty","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01805578,0.003314399,0.02544464,0.008600975,0.0007122967,0.003816065,0.002533857,0.002492105,0.003472964],"category_scores_gemma":[0.03513484,0.001812003,0.04995725,0.007896522,0.0008122757,0.002064634,0.001724213,0.002094542,0.0002818913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003227401,"about_ca_system_score_gemma":0.0042629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005155425,"about_ca_topic_score_gemma":0.01128834,"domain_scores_codex":[0.9860621,0.006785289,0.003767105,0.001153668,0.001859508,0.0003723837],"domain_scores_gemma":[0.974161,0.01828508,0.004680458,0.0006493526,0.001867328,0.0003567495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001834779,0.00004154355,0.00244627,0.4252476,0.5593956,0.0001008814,0.00006448667,0.0004985538,0.0001492786,0.00008585847,0.0003171045,0.009818131],"study_design_scores_gemma":[0.0004896247,0.0002513024,0.002265722,0.0285835,0.9671069,0.00008558128,0.0000339843,0.0001992574,0.00008523592,0.00009922605,0.0007799766,0.00001969271],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003193286,0.9956534,0.0003655492,0.0001101384,0.00009928134,0.0002518501,0.0001793556,0.00001824198,0.0001288852],"genre_scores_gemma":[0.1189518,0.8755841,0.002414048,0.0005939027,0.0002837552,0.001438342,0.0004902402,0.00002508193,0.0002187972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02544464,"threshold_uncertainty_score":0.09548926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05116661372779044,"score_gpt":0.3652444200279346,"score_spread":0.3140778063001441,"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."}}