{"id":"W3014347670","doi":"10.1093/ajcn/nqz303","title":"Interpretation of vitamin B-12 and folate concentrations in population-based surveys does not require adjustment for inflammation: Biomarkers Reflecting Inflammation and Nutritional Determinants of Anemia (BRINDA) project","year":2019,"lang":"en","type":"article","venue":"American Journal of Clinical Nutrition","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"National Institute of Child Health and Human Development; Centers for Disease Control and Prevention; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Inflammation; Anemia; Medicine; Population; Vitamin; Physiology; Internal medicine; Environmental health","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":[0.00222178,0.0001077094,0.0006140732,0.000389549,0.00003114117,0.00001402005,0.00005860379,0.00009348931,0.000005762103],"category_scores_gemma":[0.0009994445,0.00008788201,0.0001271125,0.0002578486,0.0002134106,0.0003874798,0.00001656366,0.0001802553,1.763445e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006590641,"about_ca_system_score_gemma":0.0001976496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009203802,"about_ca_topic_score_gemma":0.0001243625,"domain_scores_codex":[0.9972746,0.0004287558,0.001628334,0.0001789802,0.0003512877,0.0001380394],"domain_scores_gemma":[0.9964858,0.001507293,0.00125817,0.0001196017,0.0005517909,0.00007736505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004880216,0.0002989028,0.7341005,0.001139519,0.00007456718,0.000004180501,0.000168435,0.00001079684,0.04155564,0.00004349472,0.000006068753,0.2177177],"study_design_scores_gemma":[0.0100566,0.0062786,0.9407404,0.002243256,0.00010591,0.0000345827,0.0005830657,0.02043195,0.01910894,0.0002651266,0.00002486437,0.0001266802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976776,0.00006879655,0.0006680701,0.0005279027,0.00009327913,0.0009102151,0.0000374591,0.000004111301,0.00001257559],"genre_scores_gemma":[0.9929691,0.0003918096,0.006375082,0.00002123922,0.0001349108,0.00001962294,0.00007183784,0.00001062981,0.000005748186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.217591,"threshold_uncertainty_score":0.3583724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05025635924353622,"score_gpt":0.4158862007695034,"score_spread":0.3656298415259672,"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."}}