{"id":"W6958273809","doi":"10.60692/wbdtj-2dn44","title":"Severity of Retinopathy Parallels the Degree of Parasite Sequestration in the Eyes and Brains of Malawian Children With Fatal Cerebral Malaria","year":2014,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Cerebral Malaria; Retinopathy; Malaria; Plasmodium falciparum; Retinal; Retina","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":[0.0002438273,0.0001514723,0.00008542483,0.0006387295,0.0003216726,0.0003905087,0.0001462737,0.0002061275,0.001585755],"category_scores_gemma":[0.002290283,0.0001937962,0.0001309948,0.0005229423,0.000455726,0.0004039218,0.0002848366,0.0004388962,0.0001009829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003843663,"about_ca_system_score_gemma":0.0003503978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007022068,"about_ca_topic_score_gemma":0.01662735,"domain_scores_codex":[0.9997795,0.00005637871,0.00002695762,0.00004288767,0.00003516738,0.00005909458],"domain_scores_gemma":[0.9975938,0.0003178632,0.001656967,0.00005058162,0.0001343467,0.0002463456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003224819,0.000005643911,0.998722,0.00000595635,0.000008888141,0.0001034379,0.0001131682,0.00002402125,0.0003327911,0.00001710822,0.00003129023,0.0006033112],"study_design_scores_gemma":[6.384744e-7,0.00002423836,0.9993106,0.000003024521,0.000005513616,0.0003307231,0.0001227638,0.00005845548,0.00008831878,0.00001238586,0.00004242418,8.499571e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999558,0.00009171548,0.00002934396,0.00003493969,0.00000101989,0.000002396395,0.00006326578,0.000001344042,0.0002179509],"genre_scores_gemma":[0.999821,0.00004785915,0.0000404728,0.00000594537,0.000002151435,0.000001485848,0.00003738798,3.977122e-7,0.00004336333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007022068,"threshold_uncertainty_score":0.01396245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09124051927826538,"score_gpt":0.2706347751280579,"score_spread":0.1793942558497926,"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."}}