{"id":"W2081055222","doi":"10.1080/00207450600550519","title":"PRIMARY BIOMARKERS IN CEREBRAL SPINAL FLUID OBTAINED FROM PATIENTS WITH INFLUENZA-ASSOCIATED ENCEPHALOPATHY ANALYZED BY METABOLOMICS","year":2006,"lang":"en","type":"article","venue":"International Journal of Neuroscience","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Phenomenome Discoveries (Canada)","funders":"","keywords":"Metabolome; Cerebrospinal fluid; Encephalopathy; Metabolomics; Convulsion; Cerebral Spinal Fluid; Medicine; Biomarker; Internal medicine; Gastroenterology; Pathology; Anesthesia; Metabolite; Biology; Bioinformatics; Epilepsy; Biochemistry","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":[0.0003389152,0.0001936315,0.0003683719,0.0003844239,0.00006546255,0.00009106345,0.0004173467,0.00007075194,0.00001946706],"category_scores_gemma":[0.0003247627,0.0001527844,0.0001219963,0.0005494281,0.000233479,0.0005636176,0.00005835571,0.000283095,0.00000249737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003477979,"about_ca_system_score_gemma":0.0002214656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00062613,"about_ca_topic_score_gemma":0.00003397829,"domain_scores_codex":[0.9973962,0.00008416549,0.0007185269,0.0002968849,0.001199701,0.0003045023],"domain_scores_gemma":[0.998464,0.00006038967,0.0005599869,0.0001127081,0.0006783305,0.0001246216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001347671,0.0006237549,0.8840572,0.000004647191,0.00006255073,0.0004852976,0.0001018884,0.0001269592,0.1113175,0.00004307987,0.0004923432,0.001337088],"study_design_scores_gemma":[0.004459176,0.0007108359,0.9920053,0.0001485678,0.00005019631,0.0001452408,0.0000355379,0.0003079057,0.001046012,0.0001806443,0.0007524605,0.000158127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976971,0.0001774145,0.0003476813,0.0002918888,0.0007700811,0.0001285667,0.0000823221,0.00001789277,0.0004870437],"genre_scores_gemma":[0.9977769,0.00004478891,0.0004539881,0.001503427,0.0001408463,0.000002481715,0.00003417646,0.00001570869,0.00002768808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1102715,"threshold_uncertainty_score":0.6230367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007332027803235578,"score_gpt":0.2419172917902686,"score_spread":0.234585263987033,"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."}}