{"id":"W1999765767","doi":"10.3171/2014.7.focus14321","title":"Endoscopic endonasal resection of skull base meningiomas: the significance of a “cortical cuff” and brain edema compared with careful case selection and surgical experience in predicting morbidity and extent of resection","year":2014,"lang":"en","type":"article","venue":"Neurosurgical FOCUS","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Meningioma; Cavernous sinus; Surgery; Tuberculum sellae; Skull","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":[0.0007781471,0.0002302431,0.0002287517,0.001209416,0.0003024559,0.0005188175,0.0002611355,0.0002496394,0.0005637632],"category_scores_gemma":[0.003492694,0.000202808,0.0003272918,0.0007002682,0.0004636366,0.0005511136,0.0004937054,0.0001956432,0.0001227981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602232,"about_ca_system_score_gemma":0.0003096463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063244,"about_ca_topic_score_gemma":0.002585423,"domain_scores_codex":[0.9994286,0.0001137456,0.0001166,0.00009565942,0.0001558936,0.00008957733],"domain_scores_gemma":[0.9959753,0.0009282615,0.002335908,0.0002050425,0.0002168156,0.0003387133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000506398,0.000009301812,0.9968742,0.000005389753,0.00001568256,0.000693641,0.0000540188,0.00003221699,0.0004420717,0.000002427363,0.00001318368,0.001807117],"study_design_scores_gemma":[0.000002781684,0.0001519696,0.9907051,0.000007809697,0.00002305347,0.008166698,0.0002418386,0.0001455013,0.0004535427,0.000006720622,0.00009125355,0.000003710319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999751,0.0001133698,0.00003941785,0.000005240233,0.000001016292,0.000002104294,0.00001389474,0.000001294149,0.00007256797],"genre_scores_gemma":[0.9997637,0.00007963918,0.00008343194,0.000004481231,0.000004637055,0.000002211838,0.00004469096,7.838108e-7,0.00001645616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001209416,"threshold_uncertainty_score":0.004115343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03126563069938759,"score_gpt":0.3098891556758425,"score_spread":0.2786235249764549,"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."}}