{"id":"W4224259674","doi":"10.1093/cid/ciac304","title":"Whole Blood Transfusion for Severe Malarial Anemia in a High <i>Plasmodium falciparum</i> Transmission Setting","year":2022,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"European and Developing Countries Clinical Trials Partnership; Bloomberg Philanthropies; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Johns Hopkins University; Division of Microbiology and Infectious Diseases, National Institute of Allergy and Infectious Diseases; American Society of Tropical Medicine and Hygiene; Burroughs Wellcome Fund","keywords":"Medicine; Odds ratio; Blood transfusion; Plasmodium falciparum; Anemia; Interquartile range; Malaria; Case fatality rate; Confidence interval; Retrospective cohort study; Internal medicine; Pediatrics; Immunology; Epidemiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008539795,0.0002120309,0.0005883232,0.0001568431,0.0003684653,0.00003775306,0.0001562052,0.0001563492,0.000941391],"category_scores_gemma":[0.0007809957,0.0001954088,0.0004919339,0.0003109782,0.00008581588,0.00008954157,0.00007692922,0.0007689553,0.00001124913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008835362,"about_ca_system_score_gemma":0.000516958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001162397,"about_ca_topic_score_gemma":0.0000488789,"domain_scores_codex":[0.9972857,0.0004541462,0.0007240004,0.0005845385,0.0003981506,0.0005534803],"domain_scores_gemma":[0.9979371,0.001028864,0.0001008668,0.0003047089,0.00009054024,0.0005379024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01804187,0.01674027,0.8218343,0.001203635,0.0004735524,0.0009012845,0.0002315092,0.001380921,0.007984886,0.001399478,0.01575572,0.1140526],"study_design_scores_gemma":[0.1449141,0.01731724,0.7501971,0.0004159037,0.002560397,0.0002329513,0.0003638699,0.01137234,0.0004644917,0.008714553,0.06217578,0.001271265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868435,0.0004335468,0.001174447,0.00759741,0.0005173455,0.002324544,0.000443004,0.0001944995,0.0004717032],"genre_scores_gemma":[0.9961201,0.0001186292,0.00009240473,0.001459916,0.0005897472,0.0007897506,0.0003252932,0.00004257225,0.0004616185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1268722,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876475315261434,"score_gpt":0.3229625071526431,"score_spread":0.3041977540000288,"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."}}