{"id":"W2885943501","doi":"10.4269/ajtmh.18-0338","title":"Who Stays and Who Goes: Predictors of Admission among Patients Presenting with Febrile Illness and a Positive Malaria Rapid Diagnostic Test in a Rural Ugandan Health Center","year":2018,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Malaria Research and Control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Malaria; Medicine; Center (category theory); Test (biology); Diagnostic test; Rapid diagnostic test; Pediatrics; Emergency medicine; Intensive care medicine; Immunology; Biology","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":[0.0005028704,0.0002390285,0.000279064,0.0004376963,0.0006969071,0.0009542034,0.0004524308,0.0004674809,0.001844218],"category_scores_gemma":[0.003750454,0.0003531368,0.0004753628,0.0006811013,0.0003904881,0.0005760314,0.0008225854,0.001261879,0.0001845453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004670782,"about_ca_system_score_gemma":0.0007402385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008977476,"about_ca_topic_score_gemma":0.01163183,"domain_scores_codex":[0.9994569,0.0001268171,0.00005905884,0.00007533827,0.00009145659,0.000190257],"domain_scores_gemma":[0.9973527,0.0004619216,0.001276341,0.0001087623,0.0001529604,0.0006472297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003621361,0.00001744854,0.9994649,0.00000217894,0.000007980933,0.00006311678,0.00005484983,0.00002092995,0.00003401237,0.000005608101,0.00004711251,0.0002457674],"study_design_scores_gemma":[0.000004694411,0.00008747024,0.9984931,0.00001064099,0.00001014952,0.0002310165,0.0008324969,0.0002228654,0.00002006592,0.00002083143,0.00006195622,0.000004702306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996822,0.00006954933,0.00001754805,0.00004692337,0.000004925686,0.000004261205,0.00005282423,9.634552e-7,0.0001207847],"genre_scores_gemma":[0.9997714,0.00004309367,0.00002394102,0.0000223718,0.000006621537,0.000003352231,0.00008731377,7.814144e-7,0.00004111968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008977476,"threshold_uncertainty_score":0.01785046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005663462675894995,"score_gpt":0.2603230629418758,"score_spread":0.2546596002659808,"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."}}