{"id":"W4415755627","doi":"10.1016/j.appet.2025.108361","title":"How do nutrition interventions targeting parents with young children address parental food literacy? A systematic review","year":2025,"lang":"en","type":"article","venue":"Appetite","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deakin University","keywords":"Psychological intervention; Intervention (counseling); Literacy; Health literacy; Public health; Systematic review; Critical appraisal","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001893267,0.0002343137,0.0007339261,0.0001163982,0.0001116625,0.0001373099,0.0001599434,0.00005303157,0.00002302464],"category_scores_gemma":[0.0001813147,0.0001804552,0.0003113532,0.0004452924,0.0000521632,0.0002889348,0.0001197691,0.000255755,0.00003331006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009311172,"about_ca_system_score_gemma":0.00002313795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001604376,"about_ca_topic_score_gemma":0.00001757776,"domain_scores_codex":[0.9984866,0.0001490779,0.0003843108,0.0003693452,0.0003397235,0.000270991],"domain_scores_gemma":[0.9990273,0.00006588466,0.0002180071,0.0004135518,0.0001692765,0.0001059758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003715997,0.007054378,0.3004921,0.6888101,0.0008029205,0.00001898257,0.00009877361,2.053619e-7,0.00009935443,0.001244409,0.001202608,0.0001390302],"study_design_scores_gemma":[0.001521984,0.0004839409,0.1121818,0.8832241,0.001417469,0.00005992756,0.0001460955,0.00002241212,0.0003938044,0.0002357913,0.00006813116,0.0002445329],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291307,0.06005695,0.000368638,0.002160025,0.0002604045,0.006256347,0.0001456004,0.0002689543,0.001352329],"genre_scores_gemma":[0.9970611,0.001081817,0.0002061197,0.0002292096,0.0001192694,0.0004918561,0.0003379121,0.00002428884,0.0004484085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.194414,"threshold_uncertainty_score":0.7358748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106988420684698,"score_gpt":0.2821796800605681,"score_spread":0.2711097958537211,"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."}}