{"id":"W2587114258","doi":"10.1017/cjn.2016.442","title":"Cerebrospinal Fluid Pleocytosis in Critical Care Patients With Seizures","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Pleocytosis; CSF pleocytosis; Etiology; Medicine; Status epilepticus; Cerebrospinal fluid; Epilepsy; Lumbar puncture; Pediatrics; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004433349,0.0003332823,0.0004844783,0.00135206,0.0004935916,0.0006684752,0.00034037,0.0005951767,0.001460717],"category_scores_gemma":[0.004999006,0.0002108511,0.0001954536,0.001121402,0.0005088351,0.0008846654,0.0004652015,0.0005707937,0.0002029552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004230096,"about_ca_system_score_gemma":0.0006107573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177817,"about_ca_topic_score_gemma":0.001730777,"domain_scores_codex":[0.9993657,0.0001366713,0.0001496159,0.00007349818,0.0001592024,0.0001152681],"domain_scores_gemma":[0.997412,0.0006083547,0.001386311,0.00003775991,0.0002471747,0.0003084795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008629989,0.00002154239,0.9902112,0.00004823064,0.00001036853,0.006356441,0.0001634894,0.00004394424,0.0002846318,0.00002287795,0.0002195262,0.002531371],"study_design_scores_gemma":[0.00002315623,0.0002880198,0.9533459,0.0001750976,0.00002621178,0.04332527,0.001053505,0.0003929762,0.0005042136,0.00008998978,0.0007640098,0.00001160962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995052,0.002791341,0.0001379023,0.0003384766,0.00002605177,0.00004695265,0.0001524835,0.00001118824,0.001443453],"genre_scores_gemma":[0.9990421,0.0004915203,0.0001440605,0.0001055254,0.00004241059,0.00001096853,0.0001152635,0.00000135864,0.00004681558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00177817,"threshold_uncertainty_score":0.004886627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04587968233111229,"score_gpt":0.3030792435695722,"score_spread":0.2571995612384599,"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."}}