{"id":"W4313475934","doi":"10.15690/vsp.v21i6.2495","title":"Clinical Phenotypes of Malnutrition in Young Children: Differential Nutritional Correction","year":2023,"lang":"en","type":"article","venue":"Вопросы современной педиатрии","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Malnutrition; Medicine; Pediatrics; Etiology; Bronchopulmonary dysplasia; Intensive care medicine; Differential diagnosis; Internal medicine; Pathology; Pregnancy; Biology","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":[0.0007023285,0.000245757,0.0005478508,0.0006846929,0.0001882461,0.00003759333,0.0002077942,0.0003406316,0.000432767],"category_scores_gemma":[0.0001749239,0.0002709136,0.0002772649,0.001020726,0.0001635918,0.0002309243,0.00005827492,0.0005611404,0.0002995549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285856,"about_ca_system_score_gemma":0.00005043697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003564237,"about_ca_topic_score_gemma":0.0002860423,"domain_scores_codex":[0.9969121,0.00033629,0.001176505,0.0005135794,0.0005049629,0.0005565429],"domain_scores_gemma":[0.998811,0.0002808093,0.0002898104,0.0003115353,0.0001612603,0.0001456013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003161536,0.002751627,0.8705878,0.0004179158,0.00007080245,0.00001965321,0.0007263431,0.00004804119,0.00547392,0.002794254,0.09672106,0.01722706],"study_design_scores_gemma":[0.004910836,0.000457908,0.9855595,0.0003830643,0.00003992485,0.00004250173,0.0001954388,0.002128153,0.002422992,0.002299136,0.001226531,0.0003339858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885804,0.0001282678,0.000177007,0.001935654,0.005751835,0.0006936599,0.000162336,0.0003488869,0.002221917],"genre_scores_gemma":[0.9965454,0.0003249568,0.00033996,0.0002839788,0.00122641,0.00005638995,0.0009079489,0.00004534449,0.0002696168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1149717,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612406650503354,"score_gpt":0.3411010665880208,"score_spread":0.3149770000829873,"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."}}