{"id":"W2610326746","doi":"10.1136/archdischild-2016-311050","title":"Evidence-based approaches to childhood stunting in low and middle income countries: a systematic review","year":2017,"lang":"en","type":"review","venue":"Archives of Disease in Childhood","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":187,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; Department for International Development; National Institute for Health and Care Research; National Institute for Health Research Southampton Biomedical Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Medicine; Psychological intervention; Context (archaeology); Sanitation; Environmental health; Hygiene; Behavior change communication; Grey literature; Implementation research; Nutrition Education; Service delivery framework; Health promotion; Promotion (chess); Public health; MEDLINE; Nursing; Gerontology; Service (business); Politics; Population; Health services; Pathology","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":[0.0008259129,0.0007991088,0.004242507,0.001180507,0.0001637558,0.0002157277,0.001318638,0.0001363085,0.000008524686],"category_scores_gemma":[0.002480303,0.0006688156,0.0007025631,0.0004583024,0.00021112,0.0004048883,0.0003788832,0.0005907295,0.00001699158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008983116,"about_ca_system_score_gemma":0.0003121168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004843578,"about_ca_topic_score_gemma":0.00003853224,"domain_scores_codex":[0.9946229,0.001013429,0.002223805,0.001029097,0.0005147954,0.0005960104],"domain_scores_gemma":[0.9949711,0.001851512,0.00123373,0.001479477,0.00002573757,0.0004384714],"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":[0.00006482,0.0006505179,0.001778725,0.9856355,0.00007809747,0.00002204999,0.0008055572,0.0000046424,5.135738e-9,0.00002434897,0.000005896158,0.01092982],"study_design_scores_gemma":[0.0009417525,0.00009014174,0.01223031,0.9834982,0.001387748,0.000007617345,0.00001657277,0.00002435944,9.52971e-7,0.0003322358,0.0008112959,0.0006588331],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000846446,0.988607,0.000004725543,0.001133791,0.0001353516,0.00886493,0.0002710483,0.00004981604,0.00008689886],"genre_scores_gemma":[0.02134461,0.9765837,0.0002112635,0.0005424627,0.00012525,0.0009684636,0.00011334,0.0001039285,0.00000695881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02049816,"threshold_uncertainty_score":0.9995763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253004500270565,"score_gpt":0.3251026493733089,"score_spread":0.1998021993462524,"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."}}