{"id":"W2072360921","doi":"10.2147/ott.s41397","title":"Updates on the diagnosis and treatment of intracranial nerve malignant peripheral nerve sheath tumors","year":2013,"lang":"en","type":"article","venue":"OncoTargets and Therapy","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Neurofibromatosis; Neurofibroma; Schwannoma; Radiation therapy; Pathological; Malignant peripheral nerve sheath tumor; Nerve sheath neoplasm; Nerve sheath tumor; Surgery; Radiology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.00006129639,0.0001941709,0.0003540787,0.00003438265,0.0001116907,0.00004776193,0.00004021391,0.00004304258,0.0005260578],"category_scores_gemma":[0.000008100432,0.00009369654,0.00008809772,0.00005417234,0.000116932,0.0000625147,0.00001235943,0.00005411743,0.000004828786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001599502,"about_ca_system_score_gemma":0.00002087718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000482564,"about_ca_topic_score_gemma":0.000005304609,"domain_scores_codex":[0.9991812,0.00005248382,0.000214075,0.0002298387,0.0001325624,0.0001898596],"domain_scores_gemma":[0.99946,0.0001180948,0.00006724885,0.000201926,0.00003883282,0.0001138496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001597041,0.003147827,0.5884624,0.00007621037,0.0005662076,0.0007108259,0.003591616,0.000002557461,0.0835136,0.005366588,0.004586787,0.3083784],"study_design_scores_gemma":[0.006698104,0.02013548,0.8511873,0.0002642108,0.0001000304,0.0005057175,0.0007189654,0.0004879226,0.09176853,0.001019176,0.02667329,0.0004412732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904159,0.004527649,5.625986e-7,0.004035817,0.0000633495,0.0005763804,0.00001914787,0.00001833361,0.0003428202],"genre_scores_gemma":[0.9931372,0.0058263,0.0001459655,0.0004631326,0.00013294,0.0001314008,0.000007914504,0.00002111624,0.0001340704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3079371,"threshold_uncertainty_score":0.5759964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610545802462994,"score_gpt":0.2581640071450141,"score_spread":0.2320585491203841,"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."}}