{"id":"W2942654206","doi":"10.2106/jbjs.18.00990","title":"Perioperative Antibiotic Prophylaxis in Total Joint Arthroplasty","year":2019,"lang":"en","type":"review","venue":"Journal of Bone and Joint Surgery","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Western University","funders":"","keywords":"Medicine; Perioperative; Joint arthroplasty; Periprosthetic; Retrospective cohort study; Relative risk; Prospective cohort study; Antibiotic prophylaxis; Orthopedic surgery; Arthroplasty; Confidence interval; Meta-analysis; Cohort study; Randomized controlled trial; Surgery; Antibiotics; MEDLINE; Internal medicine","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":[0.007988992,0.0009661346,0.004147047,0.003173886,0.0002876897,0.001735348,0.001114475,0.001356204,0.001833973],"category_scores_gemma":[0.0324203,0.0005726489,0.005745911,0.002972776,0.000714414,0.001029862,0.0006557048,0.001405356,0.0001765121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203148,"about_ca_system_score_gemma":0.003515512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203186,"about_ca_topic_score_gemma":0.002950183,"domain_scores_codex":[0.9877037,0.005004903,0.004200967,0.0007655227,0.002150973,0.0001740268],"domain_scores_gemma":[0.9692383,0.02013586,0.008729502,0.0003235663,0.001347819,0.0002250664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002870265,0.000109885,0.009993293,0.7348586,0.02473246,0.0001937651,0.0002173196,0.0006406702,0.0005532685,0.0007045034,0.002169312,0.2229567],"study_design_scores_gemma":[0.003358296,0.004070527,0.04927075,0.7035389,0.1869568,0.002458999,0.0005521331,0.0008008234,0.001692874,0.002477254,0.04467738,0.0001451771],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001016216,0.9984385,0.00008336443,0.000163283,0.0001282693,0.00002201665,0.00003290566,0.000002227467,0.0001131399],"genre_scores_gemma":[0.04686917,0.9510173,0.0006349144,0.000551928,0.0006603501,0.0001397903,0.0000765776,0.000003306409,0.00004657374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007988992,"threshold_uncertainty_score":0.04225034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06452182970104144,"score_gpt":0.3074385907207234,"score_spread":0.242916761019682,"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."}}