{"id":"W4390776978","doi":"10.1186/s12879-024-08979-w","title":"Prevalence of Cryptosporidium and Giardia infections in under-five children with diarrhoea in Blantyre, Malawi","year":2024,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Stichting Dioraphte","keywords":"Cryptosporidium; Giardia; Coinfection; Wasting; Cryptosporidium parvum; Protozoan infection; Diarrhea; Tropical medicine; Medicine; Parasitology; Biology; Veterinary medicine; Feces; Immunology; Internal medicine; Microbiology; Virology; Human immunodeficiency virus (HIV); Pathology","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":[0.0004241596,0.0003320872,0.0002912167,0.0008303904,0.0006032515,0.0006597071,0.0003370354,0.0003455286,0.001317613],"category_scores_gemma":[0.001147867,0.0004411648,0.0002569462,0.0007038339,0.0007230669,0.000639143,0.0006981978,0.0004568404,0.0001745212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007385084,"about_ca_system_score_gemma":0.0006007233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04138664,"about_ca_topic_score_gemma":0.06666511,"domain_scores_codex":[0.9995988,0.00008634205,0.00004253884,0.00006033766,0.00007761057,0.0001343747],"domain_scores_gemma":[0.9991358,0.00008880853,0.0004994682,0.00002268994,0.00007949942,0.0001738206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001831012,0.00001388815,0.9985245,0.00001826568,0.000008293849,0.0001070666,0.0005952652,0.000007099418,0.0002005979,0.00000640097,0.00004569041,0.0004545769],"study_design_scores_gemma":[0.000001597703,0.00005382812,0.9988784,0.000010119,0.000005295386,0.0002188494,0.000689727,0.00002180585,0.00002523643,0.000001896234,0.00009164124,0.000001524783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999496,0.0001927053,0.00001609547,0.00003530936,0.000001904298,0.000007843647,0.0001491237,0.000001249475,0.00009970558],"genre_scores_gemma":[0.999545,0.0001822583,0.00004372848,0.00001733855,0.000002999688,0.00000795283,0.0001104306,4.694589e-7,0.00008973809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04138664,"threshold_uncertainty_score":0.08229148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005488895001191485,"score_gpt":0.2377277974061748,"score_spread":0.2322389024049833,"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."}}