{"id":"W4385351293","doi":"10.1016/j.jneb.2023.06.001","title":"Determining the Effectiveness of an Adult Food Literacy Program Using a Matched Control Group","year":2023,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Health, Government of Western Australia; Curtin University of Technology; Federal Security Agency","keywords":"Literacy; Socioeconomic status; Environmental health; Disadvantage; Food group; Psychology; Food choice; Food preparation; Gerontology; Medicine; Demography; Food processing; Food science; Computer science; Biology; Pedagogy; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002195752,0.000367299,0.0005448243,0.0004998129,0.0005223727,0.000324157,0.0004194308,0.0007462245,0.003225364],"category_scores_gemma":[0.003841885,0.0001861308,0.0005674768,0.000203991,0.0003235987,0.0005022821,0.000432689,0.0003953079,0.0003771503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004688969,"about_ca_system_score_gemma":0.0007477803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002110925,"about_ca_topic_score_gemma":0.002063069,"domain_scores_codex":[0.9985685,0.0006051591,0.0001525917,0.0002506583,0.0002631173,0.0001599614],"domain_scores_gemma":[0.9987475,0.000409003,0.000262034,0.0001362535,0.0001704156,0.0002748663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1666201,0.486183,0.07537936,0.0009590297,0.0008499028,0.0002596153,0.0009238595,0.0006568689,0.0222726,0.0004448779,0.00171881,0.243732],"study_design_scores_gemma":[0.03732492,0.6819122,0.26555,0.00009037952,0.0008629162,0.0001603584,0.0003972937,0.001386035,0.009714119,0.0001323428,0.00243745,0.00003198546],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969093,0.0001111264,0.0004286602,0.00004793808,0.00004172454,0.001390918,0.0001116266,0.00002301913,0.0009357247],"genre_scores_gemma":[0.9935117,0.0001099979,0.002429452,0.0001142166,0.00004643537,0.00269176,0.0002325212,0.000003687462,0.0008602329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003225364,"threshold_uncertainty_score":0.01161236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128240191310477,"score_gpt":0.3570211167163211,"score_spread":0.3357387148032164,"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."}}