{"id":"W4413397786","doi":"10.1371/journal.pone.0328764","title":"Correlation of fecal calprotectin levels with the detection of treatable enteric pathogens in children with severe acute diarrheal disease in Botswana","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; McMaster University; Impact; University of British Columbia","funders":"bioMérieux; Grand Challenges Canada; Hamilton Health Sciences","keywords":"Rotavirus; Shigella; Diarrhea; Medicine; Calprotectin; Feces; Diarrheal disease; Diarrheal diseases; Norovirus; Disease; Acute gastroenteritis; Shigella flexneri; Acute diarrhea; Disease burden; Diarrhoeal disease; Internal medicine; Pediatrics; Immunology; Microbiology; Biology; Inflammatory bowel disease; Salmonella; Virus","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":[0.0005752526,0.0003654104,0.0002588249,0.0008323812,0.0003102657,0.0005708588,0.0002723812,0.0002763336,0.0007327997],"category_scores_gemma":[0.002623633,0.0003551319,0.0002732638,0.0008004481,0.0005102362,0.0002328375,0.0005117984,0.000568674,0.00008465663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040097,"about_ca_system_score_gemma":0.0007465858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02970903,"about_ca_topic_score_gemma":0.05938994,"domain_scores_codex":[0.9995713,0.00009526701,0.0000486374,0.00007114446,0.00007081898,0.0001429297],"domain_scores_gemma":[0.9990182,0.0002213427,0.0004533038,0.00004823929,0.0001198047,0.0001391228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000560185,0.00001126714,0.9981019,0.000009665776,0.00001257541,0.0001415353,0.0002170899,0.00002245379,0.0007168597,0.000009362408,0.00003317107,0.0006681032],"study_design_scores_gemma":[0.000002958756,0.00005903489,0.9991183,0.000008770845,0.000008565537,0.0002019747,0.0003609732,0.00005666209,0.0001060837,0.000005847013,0.00006921216,0.000001643119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996262,0.00008035223,0.00002779063,0.00002613077,0.000002605926,0.000004962153,0.0000953435,0.000001392386,0.0001352398],"genre_scores_gemma":[0.9997138,0.00004035639,0.00008191189,0.00001540671,9.84527e-7,0.000005358688,0.00007380873,7.807288e-7,0.00006760944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02970903,"threshold_uncertainty_score":0.05907226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086185564902434,"score_gpt":0.2566400499768214,"score_spread":0.235778194327797,"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."}}