{"id":"W3159809756","doi":"10.1017/cjn.2021.83","title":"Cerebrospinal Fluid Pleocytosis Not Attributable to Status Epilepticus in First 24 Hours","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pleocytosis; CSF pleocytosis; Medicine; Etiology; Cerebrospinal fluid; Status epilepticus; Lumbar puncture; Internal medicine; Pediatrics; Gastroenterology; Epilepsy; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004069659,0.0005351637,0.0008275266,0.001222197,0.0008329228,0.0008781679,0.0003587942,0.0004578956,0.002631484],"category_scores_gemma":[0.003576484,0.00024829,0.0003426366,0.0009773574,0.0007097837,0.0004422486,0.0005271507,0.0007314748,0.0003805215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009293774,"about_ca_system_score_gemma":0.0009924714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005931202,"about_ca_topic_score_gemma":0.006911722,"domain_scores_codex":[0.9993205,0.00006383931,0.0001180979,0.0001024055,0.0002012798,0.0001938713],"domain_scores_gemma":[0.9963642,0.0005043583,0.00216606,0.000144338,0.0003760595,0.0004450204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004308347,0.00005880807,0.9758411,0.0000887326,0.00004006807,0.01821504,0.0003468986,0.00006088594,0.001296827,0.00004078709,0.0002888647,0.003291188],"study_design_scores_gemma":[0.00001866851,0.0003343654,0.959974,0.00005669206,0.00004174203,0.03797434,0.0002770237,0.000103699,0.0005799797,0.00004899706,0.0005775954,0.00001285241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968696,0.0008015176,0.0001216345,0.00006687401,0.00002660985,0.0000476046,0.0002317643,0.00001267368,0.001821613],"genre_scores_gemma":[0.9994128,0.0002250571,0.00004252874,0.00003726065,0.00002544152,0.00001082307,0.0001262808,0.0000023337,0.0001174169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005931202,"threshold_uncertainty_score":0.01179338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05561479098288763,"score_gpt":0.3052033372317596,"score_spread":0.249588546248872,"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."}}