{"id":"W4297964681","doi":"10.1007/s10143-022-01864-7","title":"Meta-analysis of overall survival and postoperative neurologic deficits after resection or biopsy of butterfly glioblastoma","year":2022,"lang":"en","type":"review","venue":"Neurosurgical Review","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Medicine; Biopsy; Surgery; Confidence interval; Odds ratio; Adjuvant therapy; Glioma; Stereotactic biopsy; Resection; Neurosurgery; Radiology; Internal medicine; Chemotherapy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006118999,0.0006297366,0.009746612,0.0005372062,0.00004928242,0.00001587243,0.0001641401,0.0001770913,0.005069056],"category_scores_gemma":[0.0004538568,0.000333744,0.004672351,0.002086311,0.0001243823,0.00004445495,0.0002233596,0.0004744829,0.000009880326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004913517,"about_ca_system_score_gemma":0.0001172826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002976025,"about_ca_topic_score_gemma":0.00001371681,"domain_scores_codex":[0.994961,0.001482702,0.001675679,0.0008754614,0.0007311836,0.000274027],"domain_scores_gemma":[0.9966114,0.001385629,0.0009291548,0.0007524505,0.0001392263,0.0001821731],"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":[0.002647182,0.004405274,0.0004309714,0.2766984,0.3060906,0.01148583,0.0000427886,0.000008261823,0.0000117258,0.0005331456,0.0005389885,0.3971069],"study_design_scores_gemma":[0.0002967204,0.001912843,0.0002477979,0.001659528,0.4584269,0.0005011145,6.418283e-7,0.000002242813,0.00000197946,0.000001138273,0.5367878,0.0001612523],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001743321,0.9953591,6.360261e-7,0.0003204235,0.00009440896,0.00183055,0.0004673147,0.00001759494,0.0001666683],"genre_scores_gemma":[0.001367319,0.9969759,0.00002032864,0.0005599144,0.000016859,0.0007652514,0.000122717,0.0000470692,0.0001246567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5362489,"threshold_uncertainty_score":0.9999115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1725565813794687,"score_gpt":0.3781513064084026,"score_spread":0.2055947250289338,"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."}}