{"id":"W3025216172","doi":"10.1016/j.wneu.2016.07.054","title":"Malignant Peripheral Nerve Sheath Tumors","year":2016,"lang":"en","type":"letter","venue":"World Neurosurgery","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Peripheral; Peripheral nerve; Malignant peripheral nerve sheath tumor; Peripheral nervous system; Pathology; Anatomy; Central nervous system; Internal medicine; Immunohistochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002007208,0.0007907452,0.001434709,0.0007054447,0.0001527172,0.0001336648,0.0002547226,0.0003638849,0.001708552],"category_scores_gemma":[0.0001231772,0.0005623104,0.0009491384,0.0004479213,0.0001947451,0.0001274182,0.0001459009,0.001701382,0.0003788417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043982,"about_ca_system_score_gemma":0.0002745758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001580338,"about_ca_topic_score_gemma":0.0000015101,"domain_scores_codex":[0.9956448,0.0002247395,0.0009594724,0.00118357,0.0008582808,0.001129156],"domain_scores_gemma":[0.997492,0.0004926692,0.0003629484,0.001276024,0.00009230237,0.000284054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001013702,0.00004033158,0.004438913,0.0003060501,0.00004163116,0.06934492,0.000006793295,1.041936e-7,0.005816028,0.00002465638,0.9191242,0.0007549913],"study_design_scores_gemma":[0.0004623626,0.0001715424,0.003713731,0.001186176,0.0001275393,0.004086198,0.000001193563,0.000003343883,0.003249785,0.00002828585,0.9863714,0.0005984607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1147305,0.0005217931,0.000003398254,0.8664554,0.003941942,0.0006630708,0.0002337343,0.0004962452,0.01295393],"genre_scores_gemma":[0.02692157,0.00005555178,0.0000444183,0.8221512,0.01164185,0.00009456879,0.0001930894,0.0003346756,0.1385631],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1256091,"threshold_uncertainty_score":0.9996828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751697691364388,"score_gpt":0.2498932780147925,"score_spread":0.2223763011011486,"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."}}