{"id":"W2010760427","doi":"10.1002/hed.21938","title":"Successful treatment of anaplastic meningioma metastatic to cervical lymph nodes","year":2011,"lang":"en","type":"article","venue":"Head & Neck","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep regional de Lanaudiere; Centre Hospitalier de l’Université de Montréal; Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Meningioma; Radiology; Neck dissection; Lymph node; Biopsy; Metastasis; Radiation therapy; Cervical lymph nodes; Lymph; Neck mass; Cervical lymphadenopathy; Surgery; Disease; Cancer; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009156594,0.0002145115,0.0005136923,0.000230618,0.0000503962,0.00001130233,0.0001045506,0.00003752603,0.0009648413],"category_scores_gemma":[0.00003570659,0.0001645633,0.0001432426,0.0003158762,0.00004259295,0.00005615249,0.00004672921,0.00003171629,0.0002569099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020871,"about_ca_system_score_gemma":0.00005455709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003849562,"about_ca_topic_score_gemma":0.00002193599,"domain_scores_codex":[0.998583,0.00004324204,0.0004011896,0.0003210766,0.0003038702,0.0003476001],"domain_scores_gemma":[0.9990717,0.00005444606,0.0000780863,0.0004216177,0.00007186866,0.0003023222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01050349,0.01048993,0.8297284,0.002668789,0.003664045,0.01837995,0.02409263,0.0000824595,0.01948378,0.02255928,0.003478177,0.05486905],"study_design_scores_gemma":[0.007732875,0.009096852,0.9459412,0.0004636038,0.001402291,0.0007308514,0.001010215,0.00136141,0.02523443,0.000489029,0.00599601,0.0005412087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808521,0.0002034256,0.0006037707,0.0002513423,0.0001293754,0.0004613492,0.000007915308,0.00006239229,0.01742828],"genre_scores_gemma":[0.9858342,0.000004835683,0.01272797,0.00009048651,0.00005273801,0.0000693987,0.00001494598,0.00002348684,0.001181905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162128,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07615640414683246,"score_gpt":0.3117787464081986,"score_spread":0.2356223422613662,"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."}}