{"id":"W1873635398","doi":"10.5376/jmr.2015.05.0016","title":"Malaria remains the most important cause of childhood mortality and morbidity and accounted for 63.4% of all reported diseases in Nigeria. The present study is aimed at determining in the prevalence of malaria amongst children 0 - 4 years in Olugbo, Odeda","year":2015,"lang":"en","type":"article","venue":"Journal of Mosquito Research","topic":"Digital Imaging for Blood Diseases","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaria; Medicine; Environmental health; Demography; Pediatrics; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007939983,0.0001644501,0.000445483,0.0003092061,0.00006406193,0.0001721339,0.001556047,0.0000500623,0.000002088233],"category_scores_gemma":[0.002679973,0.00009648401,0.0000848605,0.0008254242,0.000480569,0.0006896453,0.0009780566,0.0003827855,7.8868e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007948802,"about_ca_system_score_gemma":0.0004827036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145193,"about_ca_topic_score_gemma":0.001283451,"domain_scores_codex":[0.9955648,0.0007905274,0.001281011,0.00036176,0.001604185,0.0003976939],"domain_scores_gemma":[0.9966697,0.0009032159,0.0008391274,0.0009579907,0.0004809505,0.0001490368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001792331,0.001207929,0.9901416,0.0000884035,0.0001221998,0.0001226683,0.007213062,0.00007872023,0.0001802084,0.000042231,0.0003139773,0.000309737],"study_design_scores_gemma":[0.001693676,0.0005168528,0.992707,0.0001915404,0.00007033793,0.00007178473,0.001544966,0.002080078,0.0002918825,0.0007391982,0.000004612579,0.00008810861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964126,0.001131202,0.000008583433,0.0007536037,0.00005098584,0.001516553,0.000105334,0.000003834208,0.00001725732],"genre_scores_gemma":[0.9996171,0.0001565142,0.00009737641,0.00002886866,0.00003700705,0.00003766771,0.000002015346,0.00001255752,0.00001087273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005668096,"threshold_uncertainty_score":0.3934504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191807482076192,"score_gpt":0.393074167808823,"score_spread":0.2738934196012038,"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."}}