{"id":"W1596875813","doi":"10.1111/nyas.12447","title":"Strengthening implementation and utilization of nutrition interventions through research: a framework and research agenda","year":2014,"lang":"en","type":"review","venue":"Annals of the New York Academy of Sciences","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrition International; Balsillie School of International Affairs; University of Waterloo","funders":"","keywords":"Psychological intervention; Malnutrition; Implementation research; Political science; Momentum (technical analysis); Systematic review; Public health; Nutrition Education; Economic growth; Public relations; Medicine; Public economics; Psychology; MEDLINE; Business; Economics; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1651496,0.003945999,0.009625576,0.01375591,0.005080755,0.02103444,0.006984918,0.02444625,0.003380607],"category_scores_gemma":[0.1060776,0.002304343,0.005624182,0.01500715,0.01656979,0.02788185,0.01197736,0.01794372,0.001131023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02212933,"about_ca_system_score_gemma":0.1509549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009173756,"about_ca_topic_score_gemma":0.01388645,"domain_scores_codex":[0.8839176,0.08990949,0.01088439,0.003518077,0.008481267,0.003289203],"domain_scores_gemma":[0.763567,0.2004011,0.01162166,0.004646328,0.01422949,0.005534458],"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":[0.0002424032,0.0006362823,0.00165828,0.2714164,0.0009740017,0.0005473618,0.006942585,0.002351505,0.00060782,0.267652,0.02123456,0.4257368],"study_design_scores_gemma":[0.0003065036,0.0006784611,0.001904705,0.598052,0.001783017,0.0007900585,0.01169866,0.001880245,0.0005295104,0.150289,0.231886,0.0002019305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003715699,0.8790883,0.005847664,0.1099501,0.001505593,0.0007768272,0.00004667431,0.00003274647,0.002380586],"genre_scores_gemma":[0.01404199,0.9248866,0.03722974,0.01889011,0.001306874,0.003181454,0.00008169484,0.00001470577,0.0003668731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1651496,"threshold_uncertainty_score":0.8734049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.669649096126876,"score_gpt":0.6001022311637908,"score_spread":0.06954686496308515,"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."}}