{"id":"W4400731808","doi":"10.1093/noajnl/vdae067","title":"Current state of spinal nerve sheath tumor management and future advances","year":2024,"lang":"en","type":"review","venue":"Neuro-Oncology Advances","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Current (fluid); State (computer science); Medicine; Neuroscience; Computer science; Engineering; Psychology; Electrical engineering","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"],"consensus_categories":[],"category_scores_codex":[0.0001729844,0.0006835155,0.002699611,0.0004234043,0.00008222579,0.00002787016,0.0002328335,0.0001058964,0.00002535861],"category_scores_gemma":[0.00003243018,0.0004695357,0.0004881754,0.000463213,0.00031322,0.000199614,0.0002650432,0.0008561474,0.00003555808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007733158,"about_ca_system_score_gemma":0.0002682716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.585773e-7,"about_ca_topic_score_gemma":0.000002790932,"domain_scores_codex":[0.9968885,0.000228713,0.001059283,0.001008628,0.0003644401,0.0004503952],"domain_scores_gemma":[0.9984599,0.0002060379,0.0005867234,0.0004654528,0.00006665267,0.0002151844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001416363,0.0001550518,0.00002514877,0.07791212,0.000121171,0.003403308,0.00001445088,3.246219e-7,0.00000712154,0.0003143189,0.0009744256,0.9169309],"study_design_scores_gemma":[0.0004379751,0.002259886,0.00006832241,0.0108791,0.00260373,0.002969829,0.00002653497,0.000001662186,0.00001957489,0.0002440616,0.9801736,0.0003156877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007072637,0.9932346,0.000004481631,0.0002105993,0.003180921,0.001359026,0.0001393734,0.0001019083,0.001061856],"genre_scores_gemma":[0.00004374373,0.9980206,0.000585794,0.0001194707,0.0007707688,0.0002347275,0.00004218967,0.00008310186,0.00009957945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9791992,"threshold_uncertainty_score":0.9997756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004865285810231,"score_gpt":0.3688241244833932,"score_spread":0.3387754716252909,"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."}}