{"id":"W4281668654","doi":"10.3389/fimmu.2022.931321","title":"suPAR to Risk-Stratify Patients With Malaria","year":2022,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"Malaria Research and Control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research; Bill and Melinda Gates Foundation","keywords":"SuPAR; Malaria; Medicine; Disease; Immunology; Intensive care medicine; Triage; Pathogenesis; Plasminogen activator; Internal medicine; Urokinase receptor; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006470158,0.0005391979,0.001209718,0.0009315308,0.000110991,0.0006778725,0.0005675661,0.0007243052,0.002784863],"category_scores_gemma":[0.001275947,0.0001382439,0.0006635168,0.0006787974,0.0001814717,0.0004522262,0.0003540534,0.001529939,0.001060555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002593995,"about_ca_system_score_gemma":0.0006461697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007714098,"about_ca_topic_score_gemma":0.001331339,"domain_scores_codex":[0.9998362,0.00005424124,0.00002700939,0.00002412856,0.00004333423,0.0000149161],"domain_scores_gemma":[0.9996665,0.0002014223,0.00003844963,0.000006988369,0.0000666272,0.00002002661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002221061,0.00006486721,0.0006503356,0.01477412,0.0003873217,0.00009935663,0.00003799581,0.0001888558,0.0005673855,0.001548122,0.02072862,0.960731],"study_design_scores_gemma":[0.0003042685,0.0005649808,0.008380937,0.02372374,0.002047465,0.002297945,0.0001409777,0.0005115482,0.0008438827,0.004219005,0.9569041,0.0000610472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001479244,0.999044,0.00007498093,0.0002798993,0.0001102421,0.00000412652,0.00002194629,0.000003714628,0.0003131798],"genre_scores_gemma":[0.001654112,0.9974923,0.0001786287,0.0002409043,0.0001558604,0.000008542125,0.00005821406,0.00000117296,0.0002102507],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002784863,"threshold_uncertainty_score":0.009316325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617222696702748,"score_gpt":0.2871115899255461,"score_spread":0.2709393629585186,"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."}}