{"id":"W4417095023","doi":"10.1002/ohn.70083","title":"Efficacy of Intraoperative Facial Nerve Monitoring in Parotidectomy: A Systematic Review and Meta‐Analysis (1970‐2025)","year":2025,"lang":"en","type":"review","venue":"Otolaryngology","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Facial nerve; Parotidectomy; Facial paralysis; Parotid gland; Peripheral nerve","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":[0.01011494,0.002267173,0.01642825,0.005215206,0.0005350263,0.002828706,0.001522971,0.002063293,0.003077806],"category_scores_gemma":[0.02307251,0.001339646,0.03515874,0.004725556,0.0005969961,0.001688635,0.001220434,0.001821539,0.0002906664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00255245,"about_ca_system_score_gemma":0.003486438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00635586,"about_ca_topic_score_gemma":0.014708,"domain_scores_codex":[0.9933223,0.002612624,0.002224112,0.0006328652,0.0009334193,0.0002745621],"domain_scores_gemma":[0.9903736,0.006374954,0.001952269,0.0002839872,0.0008615923,0.000153589],"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":[0.002979951,0.00003054423,0.002553595,0.5241886,0.454675,0.0001092159,0.00007481519,0.0003370075,0.000284375,0.0000885649,0.0005449502,0.01413347],"study_design_scores_gemma":[0.0009866845,0.0002880637,0.003907906,0.0445605,0.9482753,0.00009131186,0.00004502333,0.0001238898,0.000128144,0.00008841466,0.001482936,0.00002179122],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004800222,0.9936778,0.0002987669,0.000166367,0.0001299744,0.0003057011,0.0004147381,0.00001867863,0.0001878011],"genre_scores_gemma":[0.1492184,0.8452138,0.001797584,0.000868761,0.0002770083,0.001479486,0.000749216,0.00002690081,0.0003689886],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01642825,"threshold_uncertainty_score":0.05349356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0783417530252995,"score_gpt":0.4135709646988571,"score_spread":0.3352292116735576,"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."}}