{"id":"W2024590979","doi":"10.1371/journal.pone.0004317","title":"Retinal Pathology of Pediatric Cerebral Malaria in Malawi","year":2009,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Malaria Research and Control","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Wellcome Trust","keywords":"Cerebral Malaria; Autopsy; Medicine; Coma (optics); Pathology; Cortical blindness; Petechial rash; Cause of death; Cerebral edema; Gliosis; Fibrin; Hyaline; Glial fibrillary acidic protein; Retinopathy of prematurity; Malaria; Surgery; Plasmodium falciparum; Internal medicine; Immunohistochemistry; Immunology; Disease; Biology; Gestational age","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":[0.00026642,0.00007830945,0.000322065,0.0001891715,0.00001257569,0.000004125386,0.00008582334,0.00009256876,0.0006974732],"category_scores_gemma":[0.0003363555,0.00007025243,0.00004528342,0.0002250722,0.00002780854,0.0000345197,0.00002078509,0.0002826951,0.00005115379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000245265,"about_ca_system_score_gemma":0.00009089313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001537967,"about_ca_topic_score_gemma":0.000006598553,"domain_scores_codex":[0.9988955,0.00006999716,0.0002348578,0.0001694322,0.0003289925,0.0003011934],"domain_scores_gemma":[0.9994831,0.00004017049,0.00004957436,0.0002223907,0.00008809853,0.0001166869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003424072,0.008106207,0.7827295,0.0004331481,0.0001220473,0.001212924,0.0002047856,9.741851e-7,0.1819215,0.01922841,0.0006087396,0.002007679],"study_design_scores_gemma":[0.003267812,0.001543352,0.989565,0.00005295957,0.0001261741,0.00001765377,0.00001546485,0.0002588891,0.004194513,0.0008754606,0.000009850092,0.00007292753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981121,0.0003012606,0.00001786848,0.009977129,0.00001048243,0.0003602608,0.000005296531,0.00002094205,0.008185729],"genre_scores_gemma":[0.9969421,0.00008462978,0.001517089,0.0002938418,0.0002751374,0.00001277326,0.000009449697,0.000007190451,0.0008577878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2068354,"threshold_uncertainty_score":0.7636843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03376247038377785,"score_gpt":0.2652961388223126,"score_spread":0.2315336684385347,"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."}}