{"id":"W4408096962","doi":"10.62754/joe.v3i8.6547","title":"Prebiotics in Dietary Management of Pediatric Gut Disease","year":2024,"lang":"en","type":"article","venue":"Journal of Ecohumanism","topic":"Digestive system and related health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Dietary management; Disease; Medicine; Physiology; Intensive care medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002670943,0.00007558618,0.0001257455,0.0001169307,0.00001582037,0.00001092104,0.0001138514,0.00006184697,0.0000126993],"category_scores_gemma":[0.000007726722,0.00005946128,0.0001069935,0.00007858505,0.00001858195,0.00000506392,0.00004177142,0.0001100242,0.000006262127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001977169,"about_ca_system_score_gemma":0.00009228253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001902769,"about_ca_topic_score_gemma":0.000001975401,"domain_scores_codex":[0.9992337,0.00003515201,0.0003896067,0.0001038206,0.0001212597,0.0001165177],"domain_scores_gemma":[0.9996346,0.000005470582,0.0001265362,0.0001048413,0.00004680093,0.0000817022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003315409,0.008081473,0.5203772,0.05349576,0.008347329,0.02100656,0.004278537,0.01802858,0.1307761,0.07609415,0.1064724,0.04972657],"study_design_scores_gemma":[0.003440731,0.003335046,0.9359406,0.003060327,0.00116418,0.000210014,0.0005961857,0.0003548536,0.003630913,0.006129966,0.04129685,0.0008403828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734784,0.02171847,0.0001554119,0.0001590512,0.0008269163,0.0001207078,0.000008006427,0.000003243729,0.003529824],"genre_scores_gemma":[0.9939932,0.004648608,0.0001906228,0.00002752115,0.0003707971,7.467146e-7,0.000004261967,0.00001138102,0.0007528829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4155633,"threshold_uncertainty_score":0.242476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551684593253902,"score_gpt":0.2864060738423623,"score_spread":0.2708892279098233,"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."}}