{"id":"W2659157168","doi":"10.1186/s12992-017-0260-6","title":"Evaluation of the international standardized 24-h dietary recall methodology (GloboDiet) for potential application in research and surveillance within African settings","year":2017,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of Alberta; Université de Montréal","funders":"European Commission; World Health Organization","keywords":"Environmental health; Medicine; Agency (philosophy); Data collection; Recall; Public health; Nursing research; Malnutrition; Medical education; Psychology; Nursing; Pathology; Sociology","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":[0.00738741,0.00005177566,0.0001835561,0.00004342136,0.0003501798,0.00002119602,0.0000725108,0.00004405012,0.000003958528],"category_scores_gemma":[0.0008176924,0.00003985095,0.00002068519,0.00007315377,0.0001559348,0.0000379629,0.00007861199,0.00006751595,1.219277e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001652927,"about_ca_system_score_gemma":0.0001960389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007309715,"about_ca_topic_score_gemma":0.001381809,"domain_scores_codex":[0.9986965,0.0002339968,0.0002504484,0.0001878413,0.0005103662,0.0001208205],"domain_scores_gemma":[0.9986688,0.00007094493,0.000215932,0.0001504745,0.0008482378,0.00004558124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003646525,0.0005465405,0.7873398,0.001071708,0.0002162302,9.36613e-7,0.001606943,0.000197421,0.001338952,0.07388227,0.05476816,0.07538451],"study_design_scores_gemma":[0.003881667,0.0002509754,0.9454218,0.0001027758,0.00001949984,0.000007433952,0.0004774,0.01088421,0.00004369498,0.03088418,0.007973584,0.00005281783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4372044,0.006219208,0.02042169,0.5204037,0.001478335,0.00734196,0.0006151534,0.00004001904,0.006275501],"genre_scores_gemma":[0.9950046,0.001222313,0.002885027,0.0005976474,0.0001082872,0.00006845852,0.00007401238,0.000004727055,0.00003495491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5578002,"threshold_uncertainty_score":0.2693336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3298553108842065,"score_gpt":0.5139647305539126,"score_spread":0.1841094196697061,"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."}}