{"id":"W4416415538","doi":"10.1186/s12939-025-02596-y","title":"The role of nutrition-sensitive interventions in improving nutritional outcomes: findings from a systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, Davis; Foreign, Commonwealth and Development Office; Children's Investment Fund Foundation; UNICEF; Bill and Melinda Gates Foundation; Global Affairs Canada; International Fine Particle Research Institute","keywords":"Psychological intervention; Public health; Health services research; Social policy; Health policy; Health economics; MEDLINE","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04208533,0.003605747,0.01882287,0.009564317,0.0007501417,0.005315631,0.002575314,0.002753352,0.003730442],"category_scores_gemma":[0.122574,0.001698447,0.04385567,0.009253659,0.001305779,0.003519267,0.002742802,0.003132119,0.0003410864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005727259,"about_ca_system_score_gemma":0.0104767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009626589,"about_ca_topic_score_gemma":0.02002332,"domain_scores_codex":[0.9674416,0.01670931,0.009367362,0.002211913,0.003571357,0.0006984237],"domain_scores_gemma":[0.9241817,0.06214412,0.007589726,0.001522037,0.004093032,0.0004693979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001032277,0.00003375328,0.001857345,0.6555531,0.316689,0.00008510445,0.0001684601,0.0005275464,0.0001444174,0.0002491016,0.0005583645,0.02310145],"study_design_scores_gemma":[0.0004844501,0.0002108826,0.002763545,0.1212118,0.8713632,0.00008243835,0.00008736295,0.00015951,0.000174764,0.0003970015,0.003034309,0.00003078511],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001769101,0.9959196,0.0007506325,0.0003072522,0.0001293117,0.0004143553,0.0004223552,0.00001928455,0.0002681891],"genre_scores_gemma":[0.07803755,0.9149371,0.003143586,0.001000739,0.0001802598,0.001926345,0.0005764766,0.00003239205,0.000165572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04208533,"threshold_uncertainty_score":0.2225712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0854669277354842,"score_gpt":0.45570744850109,"score_spread":0.3702405207656058,"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."}}