{"id":"W2171964994","doi":"10.1186/s12936-015-0865-2","title":"Associations between urbanicity and malaria at local scales in Uganda","year":2015,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; University of California, San Francisco; National Institutes of Health; International Development Research Centre; Bill and Melinda Gates Foundation","keywords":"Malaria; Urbanization; Anopheles; Environmental health; Geography; Demography; Odds ratio; Ecology; Socioeconomics; Biology; Medicine; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001753028,0.0001480015,0.0004410929,0.0002024663,0.0001631548,0.000108806,0.0001204428,0.0001886645,0.0002421055],"category_scores_gemma":[0.00086771,0.0001225559,0.00008439216,0.0002027792,0.00009838303,0.0001714098,0.0001232881,0.0008541524,0.00005606388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005028072,"about_ca_system_score_gemma":0.0003466558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001479303,"about_ca_topic_score_gemma":0.0004541266,"domain_scores_codex":[0.9980364,0.0002258828,0.0004253989,0.0002019139,0.000621324,0.0004891021],"domain_scores_gemma":[0.998524,0.0001472463,0.0001242045,0.0001629591,0.0002317278,0.0008098984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006045153,0.000116877,0.9851268,0.00001151202,0.0001583017,0.0003420981,0.0002303379,0.000011548,0.0003693568,0.003758388,0.006164275,0.003105981],"study_design_scores_gemma":[0.006075342,0.000391908,0.9875107,0.00004523884,0.00008318095,0.0003957116,0.0001207822,0.0007636849,0.0001093213,0.002283077,0.002095812,0.0001252785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478071,0.001064367,0.003216046,0.04238572,0.0002355295,0.0004327305,0.00006366635,0.00003592132,0.004758886],"genre_scores_gemma":[0.9977155,0.00005019271,0.0004796182,0.0002449497,0.0005880019,0.00000573306,0.0000258607,0.00001824978,0.0008718457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04990841,"threshold_uncertainty_score":0.4997686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03412068941840395,"score_gpt":0.2987990282436359,"score_spread":0.264678338825232,"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."}}