{"id":"W6901639800","doi":"10.60692/m6dhn-4tg12","title":"Retinal Pathology of Pediatric Cerebral Malaria in Malawi","year":2009,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Cerebral Malaria; Autopsy; Coma (optics); Histopathology; Cause of death; Retinopathy; Cortical blindness; Retinal; Glial fibrillary acidic protein","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":[0.0002569489,0.00026872,0.0001422059,0.001105477,0.0005596104,0.000529255,0.0001798329,0.0001857491,0.002423556],"category_scores_gemma":[0.0006142263,0.0002230747,0.0001168853,0.0005430337,0.0006308883,0.0002632273,0.0003764429,0.0002901404,0.0001767748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007576481,"about_ca_system_score_gemma":0.0004578354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009210614,"about_ca_topic_score_gemma":0.01113541,"domain_scores_codex":[0.9998411,0.00002390972,0.00001232462,0.000028748,0.00003320701,0.00006070023],"domain_scores_gemma":[0.9996189,0.00003454132,0.0002432204,0.000014189,0.00005562066,0.00003352297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001930226,0.00004795255,0.9392391,0.0002999603,0.00006423392,0.01445179,0.001121167,0.0001844074,0.01570937,0.0004612947,0.001009137,0.02721873],"study_design_scores_gemma":[0.000006985122,0.00009344216,0.9733672,0.00007666934,0.00002669832,0.02151713,0.0008699734,0.0002002989,0.001934266,0.0001065922,0.001795758,0.000004919815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937884,0.003407409,0.000246538,0.0001706436,0.00001034189,0.00002488091,0.000187406,0.00001891003,0.002145497],"genre_scores_gemma":[0.9981674,0.00117125,0.0003078213,0.0000440112,0.00000948016,0.000007726604,0.00007524358,0.000001682091,0.0002153462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009210614,"threshold_uncertainty_score":0.018314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022923129728032,"score_gpt":0.240244122030374,"score_spread":0.217320992302342,"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."}}