{"id":"W4411833137","doi":"10.3390/microorganisms13071505","title":"Comparison of Microbiological Profiles of Primary Hip and Knee Peri-Prosthetic Joint Infections Treated at Specialist Centers Around the World","year":2025,"lang":"en","type":"article","venue":"Microorganisms","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"Ottawa Hospital Research Institute","keywords":"Periprosthetic; Medicine; Antibiotic resistance; Staphylococcus epidermidis; Antibiotics; Joint infections; Internal medicine; Vancomycin; Arthroplasty; Staphylococcus aureus; Surgery; Microbiology; Biology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000834927,0.0001481196,0.0004116849,0.0001467178,0.0002001482,0.00001216612,0.0000305321,0.00007039408,0.0001989903],"category_scores_gemma":[0.00001819748,0.00009271206,0.00009975779,0.0003164582,0.0004225498,0.0000196836,0.00009153511,0.0001247973,0.000009170002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599516,"about_ca_system_score_gemma":0.0000567787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001572086,"about_ca_topic_score_gemma":0.0001581675,"domain_scores_codex":[0.99918,0.00005536785,0.0003537631,0.0001961077,0.00006423825,0.0001505745],"domain_scores_gemma":[0.999491,0.00005153942,0.0001256221,0.0002224005,0.00007177894,0.00003760765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006689171,0.0006277611,0.5685988,0.00008609904,0.0001408427,0.000002909552,0.000168269,5.080764e-7,0.4284513,0.0001431467,0.0007588888,0.0009546046],"study_design_scores_gemma":[0.001590253,0.00053445,0.581575,0.0001517805,0.0003803133,0.00007395286,0.0002651878,0.000003653251,0.410519,0.00003159513,0.004791078,0.00008374872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932315,0.0005180757,0.00003021256,0.0004710511,0.0001469126,0.000595348,0.00004627703,0.00003014899,0.004930468],"genre_scores_gemma":[0.9957187,0.00003472622,0.0002049533,0.000124215,0.00003242925,0.00001692172,0.00008108216,0.00001106235,0.003775909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01793228,"threshold_uncertainty_score":0.3780688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208857217888179,"score_gpt":0.2806922429971553,"score_spread":0.2586036708182735,"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."}}