{"id":"W3033472579","doi":"10.7759/cureus.8409","title":"Unresectable Foramen Magnum Meningioma Treated With CyberKnife Robotic Stereotactic Radiosurgery","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Dr. H. Bliss Murphy Cancer Centre; McMaster University","funders":"","keywords":"Medicine; Foramen magnum; Radiosurgery; Cyberknife; Meningioma; Headaches; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001424936,0.0002781894,0.0005138186,0.00008804481,0.0001018434,0.00008540828,0.0001469113,0.00007841611,0.0008086879],"category_scores_gemma":[0.00009421781,0.0002140614,0.0001107113,0.0004949779,0.00005227194,0.0002100685,0.00007331377,0.0001858763,0.0001878605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125675,"about_ca_system_score_gemma":0.00007827121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007716654,"about_ca_topic_score_gemma":0.00000329412,"domain_scores_codex":[0.9982554,0.00005622434,0.0003185325,0.000464523,0.0004079521,0.0004974174],"domain_scores_gemma":[0.998843,0.00007001059,0.0001173453,0.0004334663,0.00008195721,0.0004542586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01273513,0.002196891,0.60695,0.003081732,0.00844418,0.09701009,0.006840587,0.001337911,0.03683766,0.007098013,0.2084545,0.009013263],"study_design_scores_gemma":[0.07183847,0.04391123,0.3821682,0.003378056,0.01407338,0.0199875,0.007829814,0.07678313,0.05291007,0.000650736,0.3174651,0.009004282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522798,0.0008289454,0.001000402,0.003549272,0.0001221977,0.0007946723,0.000003513905,0.000306463,0.04111475],"genre_scores_gemma":[0.9934697,0.000007394695,0.001659726,0.0004939442,0.0002134046,0.00004645041,0.00004795698,0.00005279766,0.00400868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2247818,"threshold_uncertainty_score":0.8854566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03731040152491719,"score_gpt":0.2480741821903074,"score_spread":0.2107637806653902,"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."}}