{"id":"W4386301096","doi":"10.1093/infdis/jiad373","title":"Neurofilament Light Chain as a Biomarker of Neuronal Damage in Children With Malaria","year":2023,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"Canadian Institutes of Health Research; Generalitat de Catalunya; Ministerio de Ciencia e Innovación; Centres de Recerca de Catalunya; Fundación Ramón Areces","keywords":"Malaria; Biomarker; Cerebral Malaria; Coma (optics); Medicine; Brain damage; Neurofilament; Pediatrics; Immunology; Internal medicine; Pathology; Plasmodium falciparum; Biology; Immunohistochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003856132,0.0002586867,0.0002364239,0.0007155283,0.0004353541,0.0004811315,0.0001549635,0.0002817193,0.000522667],"category_scores_gemma":[0.001510828,0.0001718459,0.0001782699,0.000664396,0.0002821373,0.0003432123,0.0002965104,0.0006832675,0.0001093844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000659571,"about_ca_system_score_gemma":0.0004543508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02110265,"about_ca_topic_score_gemma":0.03728799,"domain_scores_codex":[0.9998049,0.00004740811,0.00001735814,0.00002848671,0.00004121662,0.00006058584],"domain_scores_gemma":[0.9992767,0.00007698574,0.0004067139,0.00001681083,0.0001162553,0.0001065265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007629133,0.00002094849,0.9963306,0.00003162259,0.00001139705,0.0001960218,0.0002871015,0.00003443856,0.0008267517,0.00001033097,0.0001172975,0.002057229],"study_design_scores_gemma":[0.000001449466,0.0001082233,0.9985769,0.00001299823,0.000008292282,0.0003799268,0.0003373287,0.00005259601,0.0002083824,0.000007578763,0.0003039821,0.000002277298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988064,0.0005911337,0.00005090924,0.00006511758,0.000004810775,0.000007485447,0.0001827011,0.000004121394,0.0002874186],"genre_scores_gemma":[0.9991805,0.0003024526,0.000185308,0.00002240836,0.000004674093,0.000007796848,0.0001358073,0.000001221323,0.0001598142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02110265,"threshold_uncertainty_score":0.04195964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007779914775483114,"score_gpt":0.2585183999633269,"score_spread":0.2507384851878438,"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."}}