{"id":"W2002312553","doi":"10.1097/coc.0b013e31816fc920","title":"Meningiomas in 2009","year":2009,"lang":"en","type":"review","venue":"American Journal of Clinical Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; BC Cancer Agency","funders":"","keywords":"Medicine; Meningioma; Radiation therapy; Epidemiology; Translational research; Medical physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000290583,0.0007123316,0.0006950556,0.00139803,0.0003592419,0.000771638,0.0004228268,0.00103919,0.00454604],"category_scores_gemma":[0.0008536983,0.0001517479,0.0003364188,0.001079978,0.0002792282,0.000814471,0.0005978429,0.001178863,0.00493033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008681451,"about_ca_system_score_gemma":0.001552372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003306345,"about_ca_topic_score_gemma":0.006701327,"domain_scores_codex":[0.9998204,0.00001960588,0.000030858,0.00002809849,0.00008135274,0.00001967347],"domain_scores_gemma":[0.9998353,0.00002720814,0.00003404575,0.000006325235,0.00006418031,0.00003302027],"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":[0.00008690729,0.00003506934,0.000665923,0.003589474,0.00003943716,0.003668894,0.0001399022,0.0001730038,0.001964526,0.003340093,0.1041562,0.8821405],"study_design_scores_gemma":[0.000009834543,0.00004126806,0.0009368712,0.0009274159,0.0000280116,0.01516001,0.00005939388,0.00003456309,0.0006554539,0.0007198725,0.9814181,0.000009220073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001052804,0.9830993,0.0003297126,0.001849697,0.00266964,0.00001824754,0.0001009296,0.00004348661,0.01083604],"genre_scores_gemma":[0.008583867,0.9692257,0.0007183478,0.001854195,0.001878087,0.00001720184,0.0003005932,0.00000951419,0.01741247],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00454604,"threshold_uncertainty_score":0.01520807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2191886761122939,"score_gpt":0.549462012006547,"score_spread":0.3302733358942531,"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."}}