{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002055354,0.00007993583,0.0001933941,0.0002572153,0.0003953494,0.00002123046,0.0001529672,0.00004170397,0.002077345],"category_scores_gemma":[0.001209755,0.00006322155,0.00005057149,0.001635415,0.00004927821,0.00001637782,0.0001010949,0.0002155378,0.0001728522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001799166,"about_ca_system_score_gemma":0.0004910842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000429586,"about_ca_topic_score_gemma":0.0004030865,"domain_scores_codex":[0.9981768,0.0002857315,0.0003512588,0.0002067648,0.0005262826,0.0004531829],"domain_scores_gemma":[0.998446,0.0002914925,0.0001427238,0.0002942659,0.0006929063,0.0001325939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003435373,0.00007386022,0.007635105,0.0005300913,0.00004550427,0.00000160928,0.0003727344,0.00001453416,0.002568525,0.01719879,0.9638197,0.007395948],"study_design_scores_gemma":[0.006701098,0.000794638,0.4813649,0.0003218385,0.00004544342,0.00001953385,0.0009497929,0.0003605188,0.007886304,0.002340207,0.499037,0.00017878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03638749,0.000102342,0.0003451976,0.9555967,0.0004027457,0.005035122,0.00008531091,0.0001738156,0.00187129],"genre_scores_gemma":[0.963042,0.00008534935,0.0007125238,0.002075819,0.0002981387,0.00009554748,0.0003084176,0.00005259271,0.03332957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9535209,"threshold_uncertainty_score":0.9988349,"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."}}