{"id":"W4404977981","doi":"10.5114/ait.2024.145278","title":"Preoperative dental assessment for the reduction of periprosthetic joint infections in patients undergoing total joint replacement: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Anaesthesiology Intensive Therapy","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Periprosthetic; Total joint replacement; Meta-analysis; Joint arthroplasty; Joint infections; Reduction (mathematics); Joint (building); MEDLINE; Arthroplasty; Surgery; Dentistry; 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":[0.01005585,0.002035378,0.01627825,0.005128795,0.0006484799,0.002798013,0.001829937,0.002275402,0.002812789],"category_scores_gemma":[0.02385643,0.001246031,0.03379363,0.005523057,0.000718282,0.001547885,0.001106078,0.001791643,0.000228627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002011725,"about_ca_system_score_gemma":0.003311606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005962309,"about_ca_topic_score_gemma":0.01398731,"domain_scores_codex":[0.9930602,0.003074359,0.002174091,0.0006731288,0.0008116517,0.0002065641],"domain_scores_gemma":[0.9819962,0.0135048,0.002645705,0.0003931169,0.001192957,0.0002671262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002657823,0.00005666291,0.003983338,0.4944717,0.4820975,0.0001455849,0.0001128614,0.0004755527,0.000219898,0.0001089057,0.0004392998,0.01523081],"study_design_scores_gemma":[0.0005693455,0.0002924905,0.004285368,0.03315196,0.9598362,0.0001095617,0.00005312044,0.0001988893,0.000104657,0.000127983,0.001245421,0.00002487331],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004785602,0.9941528,0.000280193,0.0001307665,0.00008018084,0.0001734159,0.0002144388,0.00001240457,0.000170184],"genre_scores_gemma":[0.138594,0.8577225,0.001550227,0.0006642623,0.0001980344,0.0006116788,0.000440658,0.00001646323,0.0002021038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01627825,"threshold_uncertainty_score":0.05318105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07628746437022071,"score_gpt":0.3601478343270448,"score_spread":0.2838603699568241,"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."}}