{"id":"W6947544757","doi":"10.3886/e108684v3-132304","title":"Assessment of nutritional status of children of pastoralists in a humanitarian setting: A Cross-sectional Standardized Monitoring and Assessment of Relief and Transitions Survey","year":2023,"lang":"en","type":"dataset","venue":"ICPSR Data Holdings","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Research Foundation","funders":"","keywords":"Malnutrition; Anthropometry; Severe Acute Malnutrition; Cluster (spacecraft); Mortality rate; Child mortality; Cluster sampling","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001390188,0.0001974381,0.0005065398,0.0002017902,0.00009421429,0.00003588448,0.0003487032,0.0001550031,0.00003497146],"category_scores_gemma":[0.000107644,0.0002170765,0.0000499532,0.0003744459,0.0005629555,0.0001963385,0.0004095276,0.0003110302,6.352614e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526423,"about_ca_system_score_gemma":0.0001457787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0274053,"about_ca_topic_score_gemma":0.001280029,"domain_scores_codex":[0.9975823,0.0001468599,0.0007996947,0.0005543215,0.0006880218,0.0002288078],"domain_scores_gemma":[0.9982589,0.000270838,0.0005856165,0.0007321647,0.00006680432,0.00008566774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004014264,0.00044269,0.94195,0.0003175894,0.0001260677,0.000001697487,0.00008545155,0.0001590252,0.004990119,0.00004691591,0.05161607,0.0002242361],"study_design_scores_gemma":[0.0007196514,0.00009062472,0.9951575,0.000225051,0.0000509802,0.0000040829,0.0000353566,0.0001206754,0.0001309869,0.00006484966,0.003245954,0.0001543186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4127655,0.00003870001,0.00003615312,0.00001092253,0.00004343145,0.0002322068,0.5868539,0.000005070376,0.00001415337],"genre_scores_gemma":[0.3706538,0.0005428941,0.005023832,0.000001854778,0.00002609887,0.000006416539,0.623726,0.00001546615,0.000003710514],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05320748,"threshold_uncertainty_score":0.9790713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04545588601837189,"score_gpt":0.3636068571411752,"score_spread":0.3181509711228033,"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."}}