{"id":"W4223429562","doi":"10.1016/j.ebiom.2022.103991","title":"The role of albumin and the extracellular matrix on the pathophysiology of oedema formation in severe malnutrition","year":2022,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; Hospital for Sick Children","funders":"Medical Research Council; Canadian Institutes of Health Research; VLIRUOS; Thrasher Research Fund; Vlaamse Interuniversitaire Raad; University of Toronto; Fonds Wetenschappelijk Onderzoek; Hospital for Sick Children; Wellcome Trust; Department for International Development, UK Government; Vlaamse regering; Universiteit Gent; Bill and Melinda Gates Foundation","keywords":"Albumin; Medicine; Malnutrition; Cohort; Serum albumin; Pathology; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001761174,0.0002892342,0.0003098906,0.0004593867,0.0001874997,0.0006163967,0.0002701297,0.0002691346,0.0007698676],"category_scores_gemma":[0.002822752,0.000119038,0.0002614973,0.0004631726,0.0006130846,0.0004201192,0.0005191975,0.0003460619,0.00006650773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004037853,"about_ca_system_score_gemma":0.0005163901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001495253,"about_ca_topic_score_gemma":0.002172599,"domain_scores_codex":[0.9993815,0.0003346674,0.00004505239,0.00006988313,0.00009995492,0.00006888991],"domain_scores_gemma":[0.9972166,0.0008787569,0.00147825,0.00009654961,0.0002038287,0.0001259684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006370945,0.0002234906,0.8551137,0.002567236,0.0008439539,0.0009234055,0.0006432877,0.001372575,0.06592205,0.0009701527,0.000812834,0.06423626],"study_design_scores_gemma":[0.00006587019,0.001219294,0.9862117,0.0002989392,0.0002849507,0.001119963,0.000251383,0.001136076,0.007072021,0.0006493666,0.001674002,0.00001644658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811183,0.01663377,0.0009336488,0.0003809999,0.00002077882,0.00003734139,0.0003583377,0.000007559699,0.0005092822],"genre_scores_gemma":[0.9966697,0.002237092,0.0006796854,0.00008606188,0.00002081151,0.00002199609,0.0001421037,0.000002315585,0.0001402062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001761174,"threshold_uncertainty_score":0.00931406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006449836827323317,"score_gpt":0.2352222216263079,"score_spread":0.2287723847989846,"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."}}