{"id":"W2097270546","doi":"10.1186/1471-2334-13-237","title":"Prescription patterns and drug use among pregnant women with febrile Illnesses in Uganda: a survey in out-patient clinics","year":2013,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health","funders":"London School of Hygiene and Tropical Medicine","keywords":"Medicine; Malaria; Lumefantrine; Pregnancy; Medical prescription; Artemether; Tropical medicine; Quinine; Pediatrics; Sulfadoxine; Medical microbiology; Rapid diagnostic test; Obstetrics; Plasmodium falciparum; Internal medicine; Pyrimethamine; Immunology; Artemisinin; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002156824,0.0001711696,0.0003288151,0.0002102788,0.00004871035,0.000127046,0.00004545082,0.0000572294,0.0001536284],"category_scores_gemma":[0.0009160927,0.0001269509,0.00003082865,0.0001733338,0.00008129646,0.0003897609,0.00005673354,0.000181843,0.00001252097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001469256,"about_ca_system_score_gemma":0.0002105872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01707084,"about_ca_topic_score_gemma":0.06606586,"domain_scores_codex":[0.9983596,0.0003324341,0.000292647,0.0003240063,0.0002683774,0.0004229952],"domain_scores_gemma":[0.9988402,0.0003393267,0.00008094439,0.0002511163,0.0001537341,0.0003346408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008490486,0.0007253754,0.9942777,0.0002212144,0.0000306521,0.00003558323,0.0007468768,0.0000381781,0.0000112381,0.000005729488,0.0001390743,0.002919291],"study_design_scores_gemma":[0.004145137,0.0006710906,0.9936728,0.0003750563,0.0000224102,0.000005244199,0.0003349091,0.000524326,0.00001189193,0.0000497233,0.00002975617,0.0001575923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977807,0.0002304236,0.00008086469,0.00003279836,0.0000862203,0.001618735,0.00007196097,0.00005250193,0.00004576385],"genre_scores_gemma":[0.9984711,0.0001574708,0.000007026373,0.00009092931,0.00003871557,0.0009746768,0.00004946832,0.0000232715,0.0001873444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04899502,"threshold_uncertainty_score":0.9894746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710678044714099,"score_gpt":0.2540941098717325,"score_spread":0.2369873294245916,"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."}}