{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004266106,0.0001339286,0.0004049881,0.0001533167,0.00003920724,0.0000213312,0.0001035828,0.0001178894,0.0003996809],"category_scores_gemma":[0.0002484153,0.0001143276,0.0001016043,0.0002057511,0.0001927297,0.0001751215,0.00006517522,0.0005725562,0.000001922295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004120525,"about_ca_system_score_gemma":0.0001703513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002248774,"about_ca_topic_score_gemma":0.00003954378,"domain_scores_codex":[0.9983866,0.0001446109,0.0005222367,0.0001878435,0.0003848639,0.0003738336],"domain_scores_gemma":[0.99912,0.00003795718,0.0002242165,0.0001135152,0.0001089131,0.0003953819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001183158,0.0001008086,0.9900418,0.0002556065,0.00006893078,0.00009130414,0.0001736,0.000043373,0.002276032,0.0002013701,0.00003197994,0.005532041],"study_design_scores_gemma":[0.003579725,0.001000091,0.9880005,0.0002653422,0.00009633513,0.0003491036,0.00006276972,0.004162684,0.002352759,0.00003605801,0.00000830101,0.00008639826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965118,0.0002690133,0.001193992,0.001391442,0.00006262603,0.0003903505,0.00001022153,0.000007293494,0.0001632867],"genre_scores_gemma":[0.9992428,0.0003190379,0.0001823103,0.00007012727,0.0001332123,0.000004159871,0.000001887475,0.00001365695,0.00003284656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005445642,"threshold_uncertainty_score":0.4662144,"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."}}