{"id":"W2962059934","doi":"10.1002/cl2.198","title":"PROTOCOL: Impact of the food environment on diet‐related health outcomes in school‐age children and adolescents in low‐ and middle‐income countries: a systematic review","year":2018,"lang":"en","type":"review","venue":"Campbell Systematic Reviews","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Malnutrition; Environmental health; Global health; Overweight; Food security; Poverty; Economic growth; Food systems; Declaration; Double burden; Political science; Business; Obesity; Medicine; Development economics; Agriculture; Geography; Health care; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006159727,0.001183615,0.01365748,0.0004387258,0.0001177153,0.0001302974,0.0008455747,0.0003332823,0.00002123292],"category_scores_gemma":[0.001411488,0.0005797139,0.00127563,0.0006621908,0.0001761215,0.0001485396,0.0002362911,0.0007120451,0.0001164884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172489,"about_ca_system_score_gemma":0.0001030124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007148085,"about_ca_topic_score_gemma":0.00003472311,"domain_scores_codex":[0.9821646,0.007759536,0.007939025,0.000891785,0.0006649084,0.0005801989],"domain_scores_gemma":[0.9912716,0.0004363867,0.006078262,0.001903762,0.00003701702,0.0002729573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001547702,0.0001975757,0.002671103,0.9966146,0.0001652856,0.000002150722,0.0001701896,9.222727e-8,3.994219e-9,0.000003470519,0.00008560844,0.00007445794],"study_design_scores_gemma":[0.001244218,0.000530943,0.00225617,0.9933357,0.001010244,0.00009552971,0.000005270399,0.0000019207,7.341196e-8,0.00001690551,0.001027326,0.0004757213],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000110285,0.6526825,4.284589e-7,0.00005256826,0.00009306362,0.3469723,0.00006509227,0.00001445507,0.000009213355],"genre_scores_gemma":[0.0003666715,0.9127902,0.00001001941,0.0002912669,0.00003062181,0.08635695,0.00002580411,0.00009418678,0.00003424903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2606154,"threshold_uncertainty_score":0.9996654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04855441751886586,"score_gpt":0.3483318054168974,"score_spread":0.2997773878980315,"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."}}