{"id":"W3111880609","doi":"10.1186/s12889-020-09873-1","title":"Management of uncomplicated malaria among children under five years at public and private sector facilities in Mali","year":2020,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Malaria Research and Control","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Carolina Population Center, University of North Carolina at Chapel Hill; President's Malaria Initiative; University of North Carolina at Chapel Hill; Tulane University; United States Agency for International Development","keywords":"Medicine; Malaria; Public health; Rapid diagnostic test; Artemether; Medical prescription; Artesunate; Artemisinin; Biostatistics; Environmental health; Case management; Epidemiology; Health facility; Pediatrics; Plasmodium falciparum; Population; Internal medicine; Immunology; Pathology; Pharmacology; Psychiatry; Health services","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003902568,0.0002189939,0.0002171724,0.0003630948,0.0009852918,0.0004445098,0.0006659416,0.0005060546,0.0018992],"category_scores_gemma":[0.001827725,0.0002633312,0.0001587508,0.000547304,0.0006445497,0.00044185,0.0008630159,0.0004642404,0.0001754315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612265,"about_ca_system_score_gemma":0.001595822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02459879,"about_ca_topic_score_gemma":0.04106555,"domain_scores_codex":[0.9993632,0.0001476097,0.00004732494,0.00006255023,0.00007704971,0.0003022178],"domain_scores_gemma":[0.998749,0.0001305235,0.0006196752,0.00001950295,0.00005476686,0.0004265078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005062765,0.0001188299,0.9872131,0.0001165315,0.00001372227,0.001882813,0.003154438,0.00006694395,0.0004047059,0.00006614586,0.001028754,0.005883303],"study_design_scores_gemma":[0.00001240642,0.0002974702,0.9882779,0.00009857916,0.00001045664,0.002258072,0.007860747,0.000111541,0.00008720846,0.00003613692,0.0009413902,0.000008186498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985963,0.0005211103,0.00001793653,0.0003909242,0.000005523822,0.00001713144,0.0001009844,0.000004058795,0.0003461254],"genre_scores_gemma":[0.9989614,0.0005631762,0.00006723679,0.00015465,0.00001198205,0.00001594582,0.00009199492,0.00000110798,0.0001324801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02459879,"threshold_uncertainty_score":0.04891121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05404158249194504,"score_gpt":0.2935460140078329,"score_spread":0.2395044315158879,"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."}}