{"id":"W2729496970","doi":"10.1016/j.nec.2017.05.004","title":"Combining Functional Studies with Intraoperative MRI in Glioma Surgery","year":2017,"lang":"en","type":"review","venue":"Neurosurgery Clinics of North America","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Glioma; Modalities; Intraoperative MRI; Resection; Radiology; Magnetic resonance imaging; Cornerstone; Surgery; Interventional magnetic resonance imaging","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":[0.001041516,0.00102546,0.001792177,0.004744758,0.0002206005,0.001455645,0.00117667,0.001077659,0.002121964],"category_scores_gemma":[0.002828632,0.000400502,0.0009645674,0.003959185,0.0007478987,0.001897371,0.0007997002,0.001366439,0.000669323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005412279,"about_ca_system_score_gemma":0.001717593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002244687,"about_ca_topic_score_gemma":0.005120271,"domain_scores_codex":[0.9995977,0.00007533609,0.0001204528,0.00008182359,0.0001028027,0.00002185491],"domain_scores_gemma":[0.9986138,0.0008899358,0.0002201595,0.00002722424,0.0002096965,0.00003917308],"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":[0.0000761257,0.00005348802,0.001233227,0.04155794,0.0004671142,0.0004902459,0.00006575909,0.0002565369,0.0007842039,0.000881678,0.01084316,0.9432906],"study_design_scores_gemma":[0.0001386322,0.0004138011,0.01471008,0.07446836,0.006594382,0.01480282,0.0005630861,0.0005641767,0.002125837,0.003701414,0.8817194,0.000198124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008817917,0.9993564,0.00006379979,0.00009065436,0.00006822679,0.000002623065,0.000009683465,0.000002514481,0.0003179251],"genre_scores_gemma":[0.001053576,0.9983286,0.0002096582,0.0001543321,0.0001414123,0.000003162202,0.00001908981,9.800755e-7,0.00008915787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004744758,"threshold_uncertainty_score":0.007098675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1922514623709916,"score_gpt":0.4022472689235482,"score_spread":0.2099958065525566,"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."}}