{"id":"W2578371151","doi":"10.1177/159101990501100210","title":"Definitive Embolization of Meningiomas","year":2005,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Radiosurgery; Embolization; Perioperative; Surgery; Meningioma; Radiology; Radiation therapy","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":[0.0003280359,0.0003627934,0.0004775019,0.0005219498,0.0001735064,0.0003869687,0.0001938452,0.0003892504,0.002894014],"category_scores_gemma":[0.0008625079,0.00008582099,0.0003688035,0.0002862509,0.0002688197,0.00035243,0.0002229318,0.0004792109,0.0008641697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003013989,"about_ca_system_score_gemma":0.0003715287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003499088,"about_ca_topic_score_gemma":0.0006537205,"domain_scores_codex":[0.9998915,0.00002100689,0.00001553485,0.00001922871,0.00003351012,0.00001923543],"domain_scores_gemma":[0.9997373,0.0001281608,0.00005164367,0.00002222502,0.00003310046,0.00002749967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001275288,0.0001170333,0.01106235,0.007248804,0.0003561106,0.02733632,0.0002163286,0.001074088,0.04974933,0.003383978,0.0148606,0.8833198],"study_design_scores_gemma":[0.0002944454,0.00244854,0.05664777,0.00277589,0.00132628,0.2989544,0.0002522763,0.001636294,0.1533221,0.008664238,0.4735863,0.00009145422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1243304,0.826167,0.02208319,0.002604268,0.001506214,0.00008190467,0.0003378206,0.0006295599,0.02225965],"genre_scores_gemma":[0.6015375,0.3667684,0.01614441,0.001495391,0.001992266,0.00005135784,0.0005742836,0.00007102085,0.0113654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002894014,"threshold_uncertainty_score":0.009681463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03036039774160821,"score_gpt":0.3038966776192538,"score_spread":0.2735362798776456,"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."}}