{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115738,0.0004394194,0.0004835556,0.0008512788,0.0003777157,0.0003930132,0.0001132029,0.0003581677,0.0008631204],"category_scores_gemma":[0.0007784909,0.0001254333,0.0001845502,0.0004077713,0.0001812974,0.0001468816,0.000148235,0.0002392353,0.0002626767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702186,"about_ca_system_score_gemma":0.0001516362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008929741,"about_ca_topic_score_gemma":0.001458992,"domain_scores_codex":[0.9998828,0.0000223261,0.00001539944,0.00002264931,0.00002838195,0.00002840662],"domain_scores_gemma":[0.9998405,0.00003502116,0.00004423093,0.000005443567,0.00004309049,0.00003166902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005707436,0.0003726518,0.4957109,0.0002941323,0.0005061601,0.008514634,0.0007520461,0.0002425782,0.4576829,0.00007230738,0.000571186,0.02957304],"study_design_scores_gemma":[0.0001200874,0.002581642,0.8925431,0.00004913742,0.0003338844,0.01040573,0.0009711764,0.001233546,0.09015977,0.0001988721,0.00137043,0.00003267158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985861,0.0005826269,0.0002735216,0.00004525482,0.00001324357,0.00001332607,0.0001625779,0.000008099463,0.0003155118],"genre_scores_gemma":[0.9984174,0.0003341083,0.0007142096,0.00005430822,0.00001332532,0.000019132,0.0002804987,0.000003050033,0.0001640526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008929741,"threshold_uncertainty_score":0.002887487,"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."}}