{"id":"W2944615367","doi":"10.4269/ajtmh.18-0901","title":"Malaria Burden through Routine Reporting: Relationship between Incidence and Test Positivity Rates","year":2019,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Malaria Research and Control","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"President's Malaria Initiative; National Institute of Allergy and Infectious Diseases; Centers for Disease Control and Prevention; Fogarty International Center; International Development Research Centre; United States Agency for International Development","keywords":"Malaria; Quartile; Demography; Medicine; Incidence (geometry); Population; Linear regression; Environmental health; Statistics; Mathematics; Internal medicine; Confidence interval; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002467884,0.0002911598,0.0003095545,0.001395258,0.0002102843,0.0008928044,0.0005515072,0.0002839949,0.001246046],"category_scores_gemma":[0.0151075,0.0003703875,0.0003672647,0.002706919,0.0003493772,0.0009830719,0.000937877,0.0006553655,0.0001803034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004024511,"about_ca_system_score_gemma":0.00027931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009880961,"about_ca_topic_score_gemma":0.008490031,"domain_scores_codex":[0.9975703,0.001056714,0.0004009193,0.0003897065,0.0003058209,0.0002764996],"domain_scores_gemma":[0.9881729,0.002299241,0.007709561,0.0005169482,0.0009619243,0.0003392507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002497035,0.000007602936,0.9978412,0.00002278877,0.0000517374,0.00002045285,0.0001105736,0.00009683885,0.00004049039,0.00002402039,0.0001701647,0.001589033],"study_design_scores_gemma":[0.000001465525,0.00002864516,0.9989433,0.00002247171,0.00001625482,0.0001384391,0.0001415891,0.0004526027,0.00003437675,0.0000269293,0.0001900675,0.000004008111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961768,0.0008654334,0.0003764525,0.000143534,0.00001127862,0.00002222497,0.001396783,0.00002012252,0.0009872891],"genre_scores_gemma":[0.998848,0.0002481869,0.0002080267,0.00001997273,0.00001492299,0.00001915548,0.0005556007,0.000003985405,0.00008226663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009880961,"threshold_uncertainty_score":0.01964688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03717365781037509,"score_gpt":0.3468998278371245,"score_spread":0.3097261700267494,"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."}}