{"id":"W2917294766","doi":"10.1111/nbu.12364","title":"Supporting individuals’ healthy eating requires genuine engagement with communities","year":2019,"lang":"en","type":"article","venue":"Nutrition Bulletin","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Psychological intervention; Community health; Argument (complex analysis); Community engagement; Public relations; Non-communicable disease; Health promotion; Action (physics); Public health; Environmental health; Psychology; Political science; Gerontology; Medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01404966,0.000728134,0.0006341279,0.0009507291,0.008967897,0.009305858,0.00208284,0.00375248,0.01820793],"category_scores_gemma":[0.02733333,0.0005201726,0.0009729081,0.0005765716,0.007356422,0.006867026,0.02564749,0.004865838,0.003597046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002716726,"about_ca_system_score_gemma":0.01224477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004815259,"about_ca_topic_score_gemma":0.007992806,"domain_scores_codex":[0.9745327,0.01849447,0.0003981572,0.001746475,0.001812567,0.003015649],"domain_scores_gemma":[0.9680889,0.01034525,0.0015426,0.00306194,0.003170941,0.01379036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002678758,0.00156676,0.03295989,0.002366951,0.00032486,0.001737523,0.2572421,0.0007043513,0.004395389,0.05601365,0.1715774,0.4708432],"study_design_scores_gemma":[0.0002044676,0.0005947353,0.01700496,0.00345226,0.0001411469,0.0005853283,0.1628199,0.0009264321,0.001169782,0.09980547,0.713114,0.0001815373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2803015,0.006519771,0.05818645,0.3270749,0.004768619,0.00200458,0.000660587,0.001975879,0.3185076],"genre_scores_gemma":[0.9284179,0.001800294,0.02371077,0.02815242,0.0004516351,0.001455189,0.0002845701,0.0002248991,0.01550232],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01820793,"threshold_uncertainty_score":0.07430261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03002621296326917,"score_gpt":0.3036805944805708,"score_spread":0.2736543815173016,"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."}}