{"id":"W2588370865","doi":"10.1093/neuonc/now212.438","title":"MNGO-18. MANAGEMENT OF MULTIPLE MENINGIOMAS","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto Western Hospital","funders":"","keywords":"Medicine; Asymptomatic; Meningioma; Radiation therapy; Neurofibromatosis; Surgery; Radiology; Epidemiology; Presentation (obstetrics); Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001335623,0.0002929108,0.0001420616,0.0003595985,0.0003423478,0.0002545546,0.0002277504,0.0003640342,0.002781068],"category_scores_gemma":[0.0003563856,0.00006862786,0.0002209906,0.0001860348,0.0001795819,0.0002202738,0.0003817554,0.0004648068,0.0009652136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000439204,"about_ca_system_score_gemma":0.0004643551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198626,"about_ca_topic_score_gemma":0.003609264,"domain_scores_codex":[0.9999106,0.00001420812,0.00001036928,0.00001581991,0.00002337477,0.00002560387],"domain_scores_gemma":[0.9997715,0.00001573265,0.00009169843,0.000006008814,0.00001777311,0.00009729897],"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":[0.0008852418,0.0003957655,0.3092877,0.001092543,0.0001150055,0.07194029,0.0005474108,0.0007166692,0.02272327,0.0009954571,0.02599229,0.5653084],"study_design_scores_gemma":[0.0001846967,0.001882214,0.4139085,0.001051106,0.0001367511,0.3970452,0.0005517588,0.0008935824,0.007107139,0.0008893172,0.1763074,0.00004234114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.87414,0.06364056,0.00281358,0.00732489,0.0004446061,0.0001202586,0.0004508077,0.0003736817,0.05069151],"genre_scores_gemma":[0.9684662,0.01448571,0.003038187,0.001429415,0.0004739102,0.00004198974,0.0004279879,0.00005286762,0.01158379],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002781068,"threshold_uncertainty_score":0.00930357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04275084993859543,"score_gpt":0.3092789002537488,"score_spread":0.2665280503151534,"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."}}