{"id":"W4379094548","doi":"10.2471/blt.22.289181","title":"Rectal artesunate for severe malaria, implementation research, Zambia","year":2023,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Malaria Research and Control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Artesunate; Malaria; Medicine; Environmental health; Geography; Plasmodium falciparum; 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":[0.009097189,0.0005189951,0.0003298837,0.0005035501,0.0008339417,0.0008709937,0.0006263437,0.0004037847,0.003311305],"category_scores_gemma":[0.009954598,0.0004483122,0.0004795931,0.0006360718,0.0006968712,0.0006291575,0.001181551,0.000764442,0.000164579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004502864,"about_ca_system_score_gemma":0.0132425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1302667,"about_ca_topic_score_gemma":0.1590836,"domain_scores_codex":[0.9971243,0.001781857,0.0002008204,0.0001736104,0.0002005138,0.0005189287],"domain_scores_gemma":[0.9974589,0.0006864753,0.000873666,0.0001888113,0.0004374016,0.0003547039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01003853,0.004300077,0.4807686,0.01314623,0.0009326178,0.0007564845,0.009891599,0.003829389,0.01503284,0.004192686,0.009001371,0.4481096],"study_design_scores_gemma":[0.003885433,0.01451293,0.9639329,0.002340493,0.0005784899,0.0001962799,0.002761808,0.0007175219,0.001504947,0.0002276005,0.009312415,0.00002906657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691756,0.008910114,0.001541946,0.006162795,0.00008154102,0.008213758,0.002266815,0.00007704151,0.003570448],"genre_scores_gemma":[0.9807321,0.004915447,0.005705976,0.0009271691,0.00003416553,0.005415993,0.0008553529,0.000006101091,0.001407653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1302667,"threshold_uncertainty_score":0.2590169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04109721387720449,"score_gpt":0.390003764567604,"score_spread":0.3489065506903995,"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."}}