{"id":"W4408162254","doi":"10.1002/jpen.2742","title":"Multiomics profiling and parenteral nutrition weaning in pediatric patients with intestinal failure: A longitudinal cohort study","year":2025,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Intestinal failure; Parenteral nutrition; Medicine; Weaning; Cohort; Cohort study; Intensive care medicine; Internal medicine; Pediatrics","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":[0.00101453,0.0003318764,0.0003863859,0.0004762484,0.0005233495,0.000657932,0.0003514269,0.0003808021,0.0008653669],"category_scores_gemma":[0.001382283,0.000250094,0.0006490521,0.0007787279,0.0001894544,0.0005462858,0.0008105762,0.0009550537,0.000165062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004106596,"about_ca_system_score_gemma":0.0006271635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003338784,"about_ca_topic_score_gemma":0.004491716,"domain_scores_codex":[0.9995851,0.00008524062,0.00004050931,0.0001345426,0.00007069769,0.0000839218],"domain_scores_gemma":[0.9989803,0.0001154575,0.0004300851,0.0001294522,0.0001382316,0.0002064216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008655439,0.00003482845,0.9987009,0.000006097303,0.00004325535,0.00006950544,0.00005383919,0.00002060218,0.0001759364,0.00001165807,0.00006534466,0.000731503],"study_design_scores_gemma":[0.0000101348,0.0003073261,0.9984036,0.00001025647,0.00005185293,0.0004051787,0.0002326477,0.000216194,0.00008804553,0.00001994433,0.0002500468,0.000004626412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991469,0.0001603142,0.0001535628,0.0000387209,0.000003416435,0.000009766864,0.0003978074,0.000002105432,0.00008725232],"genre_scores_gemma":[0.9986829,0.000146537,0.0002995813,0.00003954576,0.000007702145,0.00002322174,0.0007147318,0.000002767101,0.0000829797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003338784,"threshold_uncertainty_score":0.006638706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112212903177731,"score_gpt":0.2772278304912119,"score_spread":0.2660065401734388,"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."}}