{"id":"W4414559318","doi":"10.1016/j.jneb.2025.08.003","title":"Integrating ASA24 Into a Data-Driven Nutrition Education Intervention in Community Health Center Clinics","year":2025,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Intervention (counseling); Nutrition Education; Community health center; Center (category theory); Community health; Community education; Community center","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":[0.004506073,0.000652554,0.0008786015,0.0008917642,0.002252677,0.001715698,0.001969992,0.0009780513,0.01126605],"category_scores_gemma":[0.01145365,0.0004482938,0.0009809798,0.0005951826,0.000434921,0.001026076,0.003111016,0.001896772,0.0008071709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002517846,"about_ca_system_score_gemma":0.01228189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01195022,"about_ca_topic_score_gemma":0.03493183,"domain_scores_codex":[0.9959371,0.002149247,0.0002283693,0.0005044023,0.0005725528,0.0006081826],"domain_scores_gemma":[0.9913327,0.002531474,0.0005028733,0.0003211921,0.0006319343,0.004679837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01470199,0.2007985,0.03549539,0.001139803,0.0004895466,0.0002977111,0.005231637,0.002555489,0.003519289,0.0005540571,0.01538054,0.7198361],"study_design_scores_gemma":[0.08841792,0.2298052,0.5266487,0.003958136,0.003339837,0.0004598922,0.02167253,0.03807462,0.01153876,0.005275472,0.07013652,0.0006724446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772516,0.0001826321,0.003444032,0.003970755,0.0003774293,0.007071804,0.0004324295,0.0007660012,0.006503272],"genre_scores_gemma":[0.9556088,0.0002128565,0.03287349,0.001556127,0.0001027238,0.006712156,0.0003199177,0.00004383657,0.002570031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01195022,"threshold_uncertainty_score":0.03768867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1819080040328112,"score_gpt":0.554732109016182,"score_spread":0.3728241049833708,"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."}}