{"id":"W4416247894","doi":"10.1101/2025.11.11.25340031","title":"Temporal Patterns and Risk Factors of Diarrheal Comorbidity among Children aged < 5 years in Rural Western Kenya: Evidence from Three Consecutive Enteric Studies─2008-2024","year":2025,"lang":"","type":"preprint","venue":"medRxiv","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Comorbidity; Epidemiology; Severe Acute Malnutrition; Malnutrition; Diarrhea; Disease burden; Malaria; Pneumonia; Public health","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":[0.003418489,0.0004921971,0.0005414222,0.002344738,0.0007330627,0.0008136092,0.0005929622,0.0005092472,0.001095657],"category_scores_gemma":[0.007140493,0.0005956761,0.001604962,0.004214585,0.0004098821,0.0007414413,0.001066671,0.0004699985,0.0001090118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007085493,"about_ca_system_score_gemma":0.000783232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04142443,"about_ca_topic_score_gemma":0.069654,"domain_scores_codex":[0.9977437,0.000774996,0.0005267849,0.0004369384,0.0002512064,0.0002663538],"domain_scores_gemma":[0.9946024,0.0008984094,0.003358244,0.0003360974,0.0005719202,0.0002328506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000191691,0.00001262415,0.9967648,0.0001904848,0.0008484243,0.00004002604,0.0001876807,0.00002815286,0.0000629366,0.00002115675,0.0001676714,0.001484402],"study_design_scores_gemma":[0.00001597274,0.00005663702,0.9982954,0.0001717614,0.000504348,0.00009636101,0.0004084687,0.00006602212,0.0000304919,0.0000103699,0.0003392818,0.00000497349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810208,0.01367055,0.0002149447,0.000119603,0.00002558828,0.00005348835,0.004350161,0.000004850537,0.0005399034],"genre_scores_gemma":[0.9953533,0.00249354,0.0002024395,0.00006027353,0.0000143069,0.00006050321,0.001741407,0.00000292658,0.00007115415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04142443,"threshold_uncertainty_score":0.08236659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886265900707304,"score_gpt":0.3070811374288644,"score_spread":0.2682184784217914,"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."}}