{"id":"W4375845576","doi":"10.1093/ofid/ofad246","title":"The Impact of Antimicrobial Therapy Duration in the Treatment of Prosthetic Joint Infections Depending on Surgical Strategies: A Systematic Review and Meta-analysis","year":2023,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Meta-analysis; Odds ratio; Confidence interval; MEDLINE; Antibiotics; Antimicrobial; Web of science; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005578495,0.0004854338,0.004856532,0.0004511972,0.000310219,0.000184355,0.0001182648,0.0001074847,0.00007427177],"category_scores_gemma":[0.00009880125,0.0001855302,0.003594803,0.001563369,0.0001106061,0.0001163711,0.00004100974,0.0001384265,0.00001046915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002523279,"about_ca_system_score_gemma":0.0004318791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001342829,"about_ca_topic_score_gemma":0.0004117192,"domain_scores_codex":[0.9969615,0.0008784924,0.001312036,0.0003560697,0.0002412045,0.0002507451],"domain_scores_gemma":[0.9973271,0.0007164494,0.001024681,0.0007483948,0.000108716,0.00007458909],"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":[0.0001110658,0.01311274,0.004906407,0.3806556,0.5885439,0.0001795349,0.0003029902,0.00008527595,1.746847e-7,0.001446509,0.0002062844,0.01044952],"study_design_scores_gemma":[0.001422119,0.004419512,0.000459414,0.022079,0.9687457,0.0004445462,0.0001076766,0.000008540673,5.04286e-7,0.00007192826,0.001960206,0.0002808471],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009259075,0.9851226,0.000002161347,0.00007726593,0.00003094419,0.01276221,0.0003480867,0.00002606247,0.0007048017],"genre_scores_gemma":[0.04953983,0.9467227,8.530213e-7,0.00001643668,0.00001202289,0.003345815,0.0002001169,0.00003541949,0.0001268],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3802018,"threshold_uncertainty_score":0.7565703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029811078200223,"score_gpt":0.4234826832455896,"score_spread":0.3205015754255673,"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."}}