{"id":"W4415716685","doi":"10.1016/j.arth.2025.10.087","title":"2025 ICM: Antibiotic Prophylaxis","year":2025,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Surgical site infection prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto East General Hospital; London Health Sciences Centre; Western University","funders":"","keywords":"","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":[0.0008436438,0.0008545467,0.000709475,0.002631043,0.0006658806,0.002402638,0.0006729891,0.002756779,0.1921625],"category_scores_gemma":[0.004061366,0.0001707063,0.0004791426,0.00164309,0.0007952273,0.0007885111,0.0009225094,0.002332079,0.08629263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008099951,"about_ca_system_score_gemma":0.00233027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001335387,"about_ca_topic_score_gemma":0.003141035,"domain_scores_codex":[0.9989574,0.00026014,0.0001861576,0.000121069,0.0003093969,0.0001658451],"domain_scores_gemma":[0.9972935,0.0004524121,0.000539868,0.00009046878,0.0007465337,0.0008772555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000337932,0.0001679227,0.002222929,0.001206092,0.00003062057,0.0007171101,0.00003708416,0.0001324904,0.001179846,0.009512226,0.5998421,0.3846136],"study_design_scores_gemma":[0.00006373125,0.0002002214,0.007099856,0.001313927,0.00002348816,0.002704928,0.00006582116,0.000160994,0.0004288254,0.00236376,0.9855596,0.00001487883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006611398,0.075509,0.003787995,0.05148691,0.07188582,0.0002542641,0.00575327,0.00146092,0.7832504],"genre_scores_gemma":[0.08337271,0.06977187,0.01340877,0.04193693,0.06989383,0.000376502,0.006751675,0.000442081,0.7140456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1921625,"threshold_uncertainty_score":0.6428474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00976754600958253,"score_gpt":0.2858943007039176,"score_spread":0.2761267546943351,"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."}}