{"id":"W2991525330","doi":"10.1111/mcn.12913","title":"Phenotype is sustained during hospital readmissions following treatment for complicated severe malnutrition among Kenyan children: A retrospective cohort study","year":2019,"lang":"en","type":"article","venue":"Maternal and Child Nutrition","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Vlaamse Interuniversitaire Raad; Vlaamse regering; Bill and Melinda Gates Foundation; Universiteit Gent; Fonds Wetenschappelijk Onderzoek; Wellcome Trust; Medical Research Council; Wellcome","keywords":"Medicine; Severe Acute Malnutrition; Marasmus; Kwashiorkor; Malnutrition; Pediatrics; Odds ratio; Confidence interval; Retrospective cohort study; Cohort; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009699796,0.0003623498,0.0004950444,0.0002032285,0.0005848589,0.0002421664,0.0001387341,0.0001308986,0.0000776545],"category_scores_gemma":[0.000009811548,0.0003327921,0.0002304986,0.0001994001,0.00004399695,0.0004039443,0.0000536547,0.0001620422,0.00001564762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003205771,"about_ca_system_score_gemma":0.000004914501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002819182,"about_ca_topic_score_gemma":0.00001559607,"domain_scores_codex":[0.9980853,0.00006815165,0.0003981696,0.0007365441,0.00029351,0.0004182977],"domain_scores_gemma":[0.9992371,0.00002117857,0.0001585847,0.0002925187,0.000117989,0.0001726634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001231121,0.002057793,0.9949467,0.0001766257,0.0001986478,0.000009369463,0.0004947276,9.637189e-7,0.0004735806,0.00003170591,0.0002728046,0.0001059142],"study_design_scores_gemma":[0.01469998,0.001782805,0.9702289,0.0005169,0.0002133405,0.00004214661,0.000274282,0.00006056819,0.01067463,0.0009237499,0.0001528274,0.0004298539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908731,0.0001623151,0.00001460815,0.001879055,0.000421817,0.005953622,0.0002725737,0.0002267679,0.0001961354],"genre_scores_gemma":[0.9982176,0.00006682017,0.00007706704,0.0001355968,0.0004093339,0.0003970405,0.000431045,0.0000591154,0.0002063433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02471783,"threshold_uncertainty_score":0.9999124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004955988086512454,"score_gpt":0.2334130171003693,"score_spread":0.2284570290138568,"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."}}