{"id":"W2937912148","doi":"10.1016/j.jneb.2019.03.001","title":"Implementation Science and Nutrition Education and Behavior: Opportunities for Integration","year":2019,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Health Foundation; National Institute of General Medical Sciences; Arkansas Biosciences Institute","keywords":"Implementation research; Sustainability; Nutrition Education; Computer science; Management science; Engineering ethics; Knowledge management; Medicine; Engineering; Nursing; Gerontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002113136,0.0001369909,0.0002209936,0.0007847463,0.000730322,0.0001108095,0.0001054384,0.00009573148,0.0001654084],"category_scores_gemma":[0.0002595108,0.0001309666,0.00003055243,0.0003244753,0.0001817539,0.001649697,0.00003140959,0.0002279365,0.000004112382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738563,"about_ca_system_score_gemma":0.002723374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007535617,"about_ca_topic_score_gemma":0.00005130448,"domain_scores_codex":[0.9978534,0.0002035152,0.000945235,0.0002462496,0.0004609924,0.0002906069],"domain_scores_gemma":[0.9960715,0.000291963,0.0008714566,0.000124721,0.002308736,0.0003315967],"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":[0.00009931167,0.006008584,0.08532496,0.001812967,0.000008161563,7.025354e-7,0.01436238,3.132868e-8,0.05120873,0.007839103,0.02775618,0.8055789],"study_design_scores_gemma":[0.004063223,0.001117606,0.548723,0.0007624324,0.000247977,0.0001850238,0.3253299,0.00001971378,0.001777795,0.001060041,0.1164161,0.000297269],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861777,0.0002397508,0.0001763443,0.007913231,0.001929403,0.003365506,0.00005836756,0.0000146412,0.0001250801],"genre_scores_gemma":[0.9840926,0.001022104,0.007532225,0.003300791,0.0005976764,0.00302113,0.00005691061,0.00001522896,0.0003613291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8052816,"threshold_uncertainty_score":0.561712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4460099589098609,"score_gpt":0.6435146756856666,"score_spread":0.1975047167758056,"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."}}