{"id":"W4412855771","doi":"10.3389/fpubh.2025.1558994","title":"Evaluating risk factors for surgical site infections following open reduction and internal fixation surgery for ankle fractures: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guangzhou University; Guangzhou University of Chinese Medicine","keywords":"Medicine; Cochrane Library; Observational study; Systematic review; Internal fixation; Meta-analysis; Randomized controlled trial; Physical therapy; MEDLINE; Ankle; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0231818,0.003799689,0.0250097,0.01339635,0.0009014296,0.004475252,0.002904953,0.002992089,0.003205229],"category_scores_gemma":[0.05659848,0.001970187,0.05424172,0.01222755,0.000891435,0.002469292,0.002153731,0.002144251,0.0002705937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003933135,"about_ca_system_score_gemma":0.00725755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007438389,"about_ca_topic_score_gemma":0.01481,"domain_scores_codex":[0.9824119,0.007197991,0.006141596,0.001440019,0.002313327,0.000495084],"domain_scores_gemma":[0.9635187,0.02617315,0.005911401,0.0009185195,0.003080163,0.0003980159],"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":[0.0008208732,0.00003393207,0.004251677,0.4950544,0.4897138,0.0001370369,0.0001053254,0.0004524369,0.0001260489,0.0001092618,0.0003966842,0.008798611],"study_design_scores_gemma":[0.0002591768,0.0001411498,0.003010215,0.03864159,0.9564091,0.0001088269,0.00006050062,0.0001783567,0.00008651591,0.0001399044,0.0009381759,0.00002644186],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003989181,0.9940352,0.0005666464,0.0001860924,0.0001223837,0.0004872263,0.0004252307,0.00002133164,0.0001666797],"genre_scores_gemma":[0.1213678,0.8702796,0.003516631,0.0007495437,0.0002711852,0.002529746,0.001004808,0.00002828446,0.0002525076],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0250097,"threshold_uncertainty_score":0.1225986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2086973498087737,"score_gpt":0.4709147299329882,"score_spread":0.2622173801242145,"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."}}