{"id":"W3081710007","doi":"10.1186/s12936-020-03382-7","title":"Prevalence and determinants of malaria infection among children of local farmers in Central Malawi","year":2020,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"International Development Research Centre; McGill University","keywords":"Malaria; Medicine; Tropical medicine; Cross-sectional study; Public health; Logistic regression; Pediatrics; Rapid diagnostic test; Rural area; Demography; Environmental health; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003823384,0.0002484676,0.0001861796,0.0005480638,0.0005700489,0.000546572,0.0003041789,0.0002317688,0.001256378],"category_scores_gemma":[0.001014913,0.0002562785,0.0001349031,0.0006893244,0.0006509791,0.000389664,0.0005776324,0.0003299334,0.0001172004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007424778,"about_ca_system_score_gemma":0.0006108248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03900004,"about_ca_topic_score_gemma":0.06248314,"domain_scores_codex":[0.9997007,0.00007803739,0.00001893634,0.00004444698,0.00004558327,0.0001123883],"domain_scores_gemma":[0.9993237,0.00008380725,0.000376583,0.00001605499,0.00006462957,0.000135132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001657533,0.00002140975,0.9973646,0.00001731803,0.00001076517,0.0001615341,0.001092701,0.00001575065,0.000261796,0.00001552223,0.00008280783,0.0009393326],"study_design_scores_gemma":[0.000001608024,0.00004533488,0.9982815,0.00001056889,0.000004492096,0.0001495552,0.001326068,0.00003281932,0.00002722832,0.00000547438,0.000114058,0.000001369149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996555,0.0001001665,0.00001344922,0.00003743802,7.515322e-7,0.000007086241,0.00008773123,8.790449e-7,0.00009702139],"genre_scores_gemma":[0.9997186,0.00009907265,0.00003355728,0.00001429068,0.000001416786,0.000007842612,0.00005439803,3.124486e-7,0.00007039373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03900004,"threshold_uncertainty_score":0.07754606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184449361556623,"score_gpt":0.2618918192171059,"score_spread":0.2500473256015396,"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."}}