{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002589253,0.0002131677,0.0002470821,0.0003675196,0.000564452,0.0003316913,0.0001692606,0.000238731,0.002243018],"category_scores_gemma":[0.0003551218,0.0001470413,0.0001078091,0.0005306097,0.0002283459,0.0002671064,0.0003523711,0.0002652401,0.0002697434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003193783,"about_ca_system_score_gemma":0.0007468744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007314357,"about_ca_topic_score_gemma":0.0198669,"domain_scores_codex":[0.9998438,0.000051905,0.0000167531,0.0000161285,0.00003183859,0.00003949406],"domain_scores_gemma":[0.9998351,0.00002514986,0.00008656894,0.000004551674,0.00002425633,0.00002423443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000962484,0.0001572314,0.8956131,0.0005349548,0.00003534334,0.001980359,0.00192281,0.0001189076,0.002996056,0.000875738,0.003924275,0.09174486],"study_design_scores_gemma":[0.000009820803,0.0003245663,0.9511052,0.0008233738,0.00003967897,0.004352246,0.005757172,0.0001107689,0.0006307041,0.0004660757,0.03636403,0.00001654965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778682,0.01293264,0.0002557072,0.0007796411,0.00009212145,0.00005633091,0.000752035,0.0000148287,0.007248549],"genre_scores_gemma":[0.9772577,0.01669077,0.0009819389,0.0002852422,0.00005822652,0.00004541156,0.0005501337,0.000004119421,0.004126505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007314357,"threshold_uncertainty_score":0.01454353,"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."}}