{"id":"W2157517438","doi":"10.1177/0885066607299516","title":"Lumbar Puncture and Brain Herniation in Acute Bacterial Meningitis: A Review","year":2007,"lang":"en","type":"review","venue":"Journal of Intensive Care Medicine","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Brain herniation; Lumbar puncture; Anesthesia; Meningitis; Lumbar disc herniation; Glasgow Coma Scale; Coma (optics); External ventricular drain; Intensive care medicine; Surgery; Cerebrospinal fluid; Lumbar; Internal medicine","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":[0.000828696,0.0003735705,0.002793694,0.0005071364,0.00004827003,0.000009641912,0.0001543702,0.0005257541,0.0005429789],"category_scores_gemma":[0.003213098,0.0002200573,0.0002999686,0.0002733404,0.0001172117,0.00008771979,0.00005562529,0.001015698,0.00001574492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001575705,"about_ca_system_score_gemma":0.0001678731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003484716,"about_ca_topic_score_gemma":0.00004037097,"domain_scores_codex":[0.9977162,0.0004059504,0.001397339,0.0002101226,0.00004216383,0.0002281834],"domain_scores_gemma":[0.9951853,0.0002865322,0.001292708,0.0001622238,0.003027779,0.00004542965],"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":[0.00007350003,0.00001207721,0.00001429064,0.01014295,0.000782509,0.0001411449,0.0005264611,1.318209e-8,0.001861585,0.000008780419,0.1004215,0.8860152],"study_design_scores_gemma":[0.001035311,0.0005965625,0.00008216008,0.1107666,0.00169683,0.007032198,0.0005022591,7.889134e-9,0.00001175673,0.000003693603,0.8781155,0.0001571299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008611488,0.9921318,0.00001251735,0.001691207,0.004756992,0.0004507188,0.00003341026,0.000007961705,0.00005423909],"genre_scores_gemma":[0.00006458002,0.997035,0.00001011041,0.001537458,0.0008941123,0.000008163152,0.0002669589,0.00002789735,0.0001557549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8858581,"threshold_uncertainty_score":0.8973677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021053508016519,"score_gpt":0.3500145479310174,"score_spread":0.3198040128508522,"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."}}