{"id":"W2780279519","doi":"10.1039/c7fo01650f","title":"Assessing the consumption of berries and associated factors in the United States using the National Health and Nutrition Examination Survey (NHANES), 2007–2012","year":2017,"lang":"en","type":"article","venue":"Food & Function","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"National Health and Nutrition Examination Survey; Environmental health; Medicine; Consumption (sociology); Population","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":[0.001596093,0.00008148955,0.0001300563,0.0000689697,0.0008862664,0.000107445,0.00003911277,0.00004770953,0.000006146409],"category_scores_gemma":[0.0005471525,0.00004421915,0.00001908211,0.0001097001,0.0001877697,0.0002527845,0.00002351937,0.0001248918,1.829484e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007471745,"about_ca_system_score_gemma":0.0000366408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001316589,"about_ca_topic_score_gemma":0.001137104,"domain_scores_codex":[0.9989474,0.0003406848,0.0001903456,0.0001094392,0.0003063038,0.0001057796],"domain_scores_gemma":[0.9987797,0.0005892544,0.0002706698,0.00008371977,0.0002542885,0.00002241585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006173064,0.0003176521,0.994588,0.0001748235,0.0001189711,2.889479e-7,0.001586049,0.00001556501,0.0001738891,0.0004378507,0.001097633,0.0008720254],"study_design_scores_gemma":[0.0008028781,0.0009620212,0.9927173,0.0001344437,0.00003050075,0.000005592266,0.003672141,0.0006165697,0.00001519268,0.000505127,0.000494803,0.0000434206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965835,0.001062364,0.0001258775,0.00163676,0.0001248034,0.0003661206,0.00006185393,0.000007438345,0.00003126859],"genre_scores_gemma":[0.9981917,0.0007862855,0.00001541024,0.0002882427,0.00007156879,0.00001338459,0.0006237976,0.00000534719,0.000004330084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002086092,"threshold_uncertainty_score":0.6816534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.171152504760376,"score_gpt":0.3766346739847117,"score_spread":0.2054821692243357,"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."}}