{"id":"W4407228519","doi":"10.1007/s10143-025-03334-2","title":"Safety and efficacy of purely endoscopic microvascular decompression for trigeminal neuralgia: systematic review and single arm meta-analysis","year":2025,"lang":"en","type":"review","venue":"Neurosurgical Review","topic":"Trigeminal Neuralgia and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Trigeminal neuralgia; Microvascular decompression; Meta-analysis; Neurosurgery; Surgery; Decompression; Neuralgia; Anesthesia; Neuropathic pain; 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":[0.005985117,0.002062534,0.01384112,0.002172728,0.0004283681,0.002503779,0.001557338,0.002147858,0.005090606],"category_scores_gemma":[0.01529777,0.001144469,0.02616828,0.002812224,0.0008610611,0.001621454,0.001412274,0.002301615,0.0004030754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394315,"about_ca_system_score_gemma":0.001821379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00392419,"about_ca_topic_score_gemma":0.01135718,"domain_scores_codex":[0.9966857,0.001160432,0.001153302,0.0005105491,0.0003371022,0.0001529622],"domain_scores_gemma":[0.9913512,0.006138928,0.001665849,0.0003050758,0.0004119606,0.0001269154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006151902,0.00004544758,0.003209003,0.3486359,0.6269142,0.0001130481,0.00008880995,0.0002880986,0.0004087097,0.0001101094,0.0006392517,0.01339555],"study_design_scores_gemma":[0.002154301,0.0003530984,0.004097523,0.01198526,0.9796156,0.00007469519,0.00004826011,0.00009839795,0.00009387944,0.0001687693,0.001282358,0.00002779789],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008529672,0.9899545,0.0004052811,0.0001211212,0.0001573021,0.0001570153,0.0003872874,0.00002185165,0.0002659137],"genre_scores_gemma":[0.2536517,0.7412307,0.001511294,0.001481891,0.0003642342,0.000457418,0.0007319109,0.00003639282,0.0005344308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01384112,"threshold_uncertainty_score":0.03165269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0799928681749266,"score_gpt":0.3803526259477432,"score_spread":0.3003597577728166,"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."}}