{"id":"W2171975608","doi":"10.1053/j.semdp.2011.01.002","title":"Pathology and genetics of meningiomas","year":2011,"lang":"en","type":"review","venue":"Seminars in Diagnostic Pathology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto; Toronto Western Hospital","funders":"","keywords":"Loss of heterozygosity; Pathology; Meningioma; Nuclear atypia; Biology; Malignant meningioma; Chromosome; Atypia; Medicine; Immunohistochemistry; Gene; Genetics","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":[0.000614577,0.001123446,0.00147728,0.004759503,0.000275558,0.001287384,0.001005247,0.001210772,0.001903835],"category_scores_gemma":[0.001397177,0.000402147,0.000491682,0.004118135,0.0008485035,0.001649002,0.0007964415,0.00144947,0.001264158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008922571,"about_ca_system_score_gemma":0.001438474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002194748,"about_ca_topic_score_gemma":0.003540859,"domain_scores_codex":[0.9996643,0.00005522465,0.00006180982,0.00005790911,0.0001288834,0.00003175749],"domain_scores_gemma":[0.9991838,0.0004223578,0.0001601771,0.00002512962,0.0001546182,0.00005380669],"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":[0.00005507247,0.00004834324,0.0009862934,0.009914533,0.00009191415,0.002051934,0.00008124588,0.0005212795,0.001564665,0.00196794,0.03520117,0.9475157],"study_design_scores_gemma":[0.00001565295,0.00004405965,0.003430846,0.006981296,0.0002586346,0.01928936,0.0001550749,0.0001627837,0.0006513405,0.002537688,0.9664323,0.00004102408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001233312,0.998858,0.00008935772,0.0001796458,0.0001125556,0.000001427118,0.000009860347,0.000005261334,0.0006205682],"genre_scores_gemma":[0.0009800118,0.998,0.0001759245,0.000169586,0.0002709568,0.000001664401,0.00002463952,0.000001150694,0.0003760655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004759503,"threshold_uncertainty_score":0.00647378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05099143151240942,"score_gpt":0.3289697099722199,"score_spread":0.2779782784598105,"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."}}