{"id":"W1711629703","doi":"10.1016/j.jocn.2015.03.056","title":"Comparison of endoscopic endonasal and bifrontal craniotomy approaches for olfactory groove meningiomas: A matched pair analysis of outcomes and frontal lobe changes on MRI","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Neuroscience","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Toronto Western Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Fluid-attenuated inversion recovery; Medicine; Craniotomy; Frontal lobe; Magnetic resonance imaging; Hyperintensity; Temporal lobe; Surgery; Nuclear medicine; Radiology; Epilepsy","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":[0.001699633,0.000162052,0.001430884,0.0004080512,0.00003816995,0.00002157354,0.0001806519,0.00007698548,0.000002871842],"category_scores_gemma":[0.001237232,0.0001121867,0.0002932095,0.0002833063,0.0003718319,0.0001043277,0.00009207937,0.0002111222,2.67812e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001629356,"about_ca_system_score_gemma":0.00008461705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009482716,"about_ca_topic_score_gemma":0.000008532416,"domain_scores_codex":[0.9975145,0.0001377087,0.001201662,0.00030004,0.0006510565,0.0001950718],"domain_scores_gemma":[0.9976084,0.0007260803,0.001014876,0.0001946535,0.0001283624,0.0003276143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009193234,0.0006496087,0.9931418,0.0000948255,0.000290988,0.00006270191,0.0006620536,0.00006144623,0.002092913,0.0001547532,0.0001876382,0.001681971],"study_design_scores_gemma":[0.003782823,0.006202585,0.9745086,0.00007631294,0.001089202,0.00003780501,0.001007007,0.01131651,0.001603386,0.00007679209,0.0002012184,0.00009777555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967242,0.0002245373,0.001479112,0.0007720712,0.0003819489,0.0003032558,0.00001595962,0.000006054835,0.00009285758],"genre_scores_gemma":[0.9962653,0.00001413726,0.003460323,0.0001240886,0.00006596216,0.00000403324,0.000001465479,0.000009071857,0.0000556303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01863319,"threshold_uncertainty_score":0.4574839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.360293037616948,"score_gpt":0.4394810353201269,"score_spread":0.07918799770317891,"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."}}