{"id":"W3041028399","doi":"10.1007/s00405-020-06188-0","title":"Facial nerve monitoring during parotid gland surgery: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Facial nerve; Facial weakness; Otorhinolaryngology; Parotid gland; Parotidectomy; Surgery; Meta-analysis; Prospective cohort study; Weakness; Neurosurgery; Complication; Anesthesia; Internal medicine; Dentistry","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":[0.005148799,0.001865851,0.009829252,0.00291094,0.0004475361,0.002237648,0.001614601,0.002022225,0.005017592],"category_scores_gemma":[0.01488699,0.001096367,0.01945728,0.004007713,0.0006519663,0.001714636,0.001544447,0.001624555,0.0003106268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324108,"about_ca_system_score_gemma":0.002496025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0043549,"about_ca_topic_score_gemma":0.0216187,"domain_scores_codex":[0.996276,0.001194882,0.001393236,0.0005314608,0.0004179119,0.0001864998],"domain_scores_gemma":[0.9913947,0.005724475,0.002099264,0.0002350139,0.0004297107,0.0001168246],"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":[0.002558353,0.00005982463,0.006128531,0.5623083,0.4032872,0.0001630354,0.0001588299,0.0003199381,0.0003648206,0.0001036708,0.0007373804,0.02381026],"study_design_scores_gemma":[0.001250142,0.0003442427,0.008746752,0.04426242,0.9420363,0.0001836335,0.0001221205,0.0001196856,0.0001158881,0.0001363832,0.002635507,0.00004690092],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004750084,0.9944137,0.0001766656,0.00007420863,0.00007590312,0.000103687,0.0002592865,0.000007971381,0.0001385409],"genre_scores_gemma":[0.1483996,0.8479589,0.001419877,0.0009553001,0.0001815423,0.0003289701,0.0004318374,0.00001755088,0.0003065787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009829252,"threshold_uncertainty_score":0.02722979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08093967660505645,"score_gpt":0.3210400678716791,"score_spread":0.2401003912666226,"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."}}