{"id":"W4415953592","doi":"10.3390/children12111503","title":"Non-Communicable Diseases in Children: Systems-Based Approaches to Incorporating Nutrition into Medical Care","year":2025,"lang":"en","type":"letter","venue":"Children","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"World Health Organization","keywords":"Psychological intervention; Health care; Clinical nutrition; Sustainability; Healthcare system; Medical nutrition therapy; Quality of life (healthcare); Quality management","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":[0.01276142,0.0008382277,0.000810065,0.0008019647,0.003900182,0.006618254,0.002241178,0.01552832,0.008695702],"category_scores_gemma":[0.04404958,0.0006366743,0.00142331,0.001082954,0.005101904,0.01050799,0.005884674,0.02656201,0.002492391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01046678,"about_ca_system_score_gemma":0.0195608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02106289,"about_ca_topic_score_gemma":0.04089073,"domain_scores_codex":[0.9892257,0.006079175,0.0007690141,0.0007237025,0.00247527,0.0007272688],"domain_scores_gemma":[0.9745618,0.01583819,0.001241024,0.001020528,0.003837039,0.003501429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005374608,0.0001987491,0.007822744,0.0006855858,0.00008962727,0.001930123,0.003238449,0.001042271,0.0003385209,0.03806619,0.8149334,0.1316007],"study_design_scores_gemma":[0.0001119176,0.0001824731,0.004080625,0.00179962,0.00007114411,0.001902982,0.003747003,0.002268305,0.0003468466,0.05394907,0.9314558,0.00008425038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004206302,0.002549922,0.0008570592,0.990811,0.003109381,0.00002525482,0.00002005053,0.00002624158,0.002180575],"genre_scores_gemma":[0.02289163,0.01696244,0.01412242,0.9199152,0.01866572,0.0004259154,0.00007019748,0.00005825222,0.00688817],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02106289,"threshold_uncertainty_score":0.07594222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095884734159977,"score_gpt":0.2965327066089509,"score_spread":0.2555738592673511,"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."}}