{"id":"W4416257111","doi":"10.3171/2025.6.jns251508","title":"Malignant peripheral nerve sheath tumors in schwannomatosis: systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Risk stratification; Peripheral nerve; Radiation therapy; Nerve sheath neoplasm; MEDLINE","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":[0.006995725,0.001602829,0.01187794,0.007081929,0.0004885512,0.002130226,0.001531137,0.001298622,0.003191884],"category_scores_gemma":[0.01886375,0.0008159061,0.02128892,0.009767083,0.0004593488,0.001297537,0.001080089,0.0008946207,0.0002493105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495593,"about_ca_system_score_gemma":0.00316995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004446296,"about_ca_topic_score_gemma":0.01311229,"domain_scores_codex":[0.994601,0.001851846,0.001914696,0.0007384422,0.0006792308,0.0002147506],"domain_scores_gemma":[0.987918,0.008260142,0.002307513,0.0003230345,0.001021171,0.0001701745],"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":[0.0009557917,0.00002011679,0.009815867,0.6334562,0.3384442,0.0002123141,0.0001122771,0.0005217348,0.0003239417,0.0001460748,0.001163528,0.01482805],"study_design_scores_gemma":[0.0003704491,0.0002157015,0.01203054,0.06754513,0.9147369,0.0003222199,0.00008308954,0.0002238186,0.0001489916,0.000202842,0.004087764,0.00003252939],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005243166,0.9925818,0.0003208609,0.0001589719,0.0001006089,0.0001418492,0.001197064,0.0000161356,0.0002395015],"genre_scores_gemma":[0.1460561,0.8491853,0.001434344,0.0005412691,0.0002620131,0.000795507,0.001433845,0.00002048268,0.0002711875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01187794,"threshold_uncertainty_score":0.03699738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03597739430722607,"score_gpt":0.2934234369842845,"score_spread":0.2574460426770585,"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."}}