{"id":"W4416500392","doi":"10.1302/1358-992x.2025.14.022","title":"EFFECT OF TOURNIQUET ON LOCAL TISSUE CONCENTRATIONS OF CEFAZOLIN DURING TOTAL KNEE ARTHROPLASTY: A RANDOMIZED CLINICAL TRIAL","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":"McGill University Health Centre","funders":"","keywords":"Cefazolin; Periprosthetic; Tourniquet; Total knee arthroplasty; Arthroplasty; Randomized controlled trial; Antibiotics; Soft tissue","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001883782,0.0002513778,0.001305678,0.0002837928,0.0001180836,0.00001243473,0.00003165831,0.0002250761,0.0001328409],"category_scores_gemma":[0.002079902,0.0001849747,0.0005578313,0.0004283039,0.0004987391,0.00008505511,0.00004688117,0.0004115303,0.00001148083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007279567,"about_ca_system_score_gemma":0.0002590245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002879251,"about_ca_topic_score_gemma":0.000002566093,"domain_scores_codex":[0.9977151,0.0001492981,0.00114676,0.0003591461,0.0003602849,0.0002694226],"domain_scores_gemma":[0.998212,0.0008356633,0.0003895303,0.0001658328,0.0002486646,0.0001483421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8352278,0.001751192,0.1005706,0.001050483,0.001204267,0.00004652193,0.000203461,0.000005898227,0.0008122994,0.003206258,0.0005511084,0.05537014],"study_design_scores_gemma":[0.9553354,0.01076853,0.008418975,0.001164246,0.001678311,0.00008296213,0.00007438423,0.0002943736,0.0212115,0.00005711261,0.0007347079,0.0001794734],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825435,0.0001384661,0.0005433487,0.0001682738,0.0007957146,0.002603354,0.00001209597,0.00007438393,0.01312092],"genre_scores_gemma":[0.9974373,0.000128844,0.0001317846,0.00004758114,0.0002972131,0.0002153597,0.00001588538,0.00001974368,0.001706261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1201076,"threshold_uncertainty_score":0.7543051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00924069443343077,"score_gpt":0.325647626207419,"score_spread":0.3164069317739883,"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."}}