{"id":"W4212879834","doi":"10.1093/jn/nxac027","title":"Human Milk Oligosaccharide Compositions Illustrate Global Variations in Early Nutrition","year":2022,"lang":"en","type":"article","venue":"Journal of Nutrition","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging; National Institutes of Health; National Institute of General Medical Sciences; National Center for Complementary and Integrative Health; Medical Research Council Canada; Bill and Melinda Gates Foundation","keywords":"Biology; Lactation; Oligosaccharide; Pregnancy; Genetics; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0005761979,0.0001428413,0.0003130557,0.0005305353,0.0007431555,0.00007759227,0.0002033415,0.00008866998,0.0002508924],"category_scores_gemma":[0.00002051917,0.0001735708,0.0001919438,0.00077733,0.00004213079,0.0004877171,0.00003093838,0.0006634968,0.00001058584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073136,"about_ca_system_score_gemma":0.00006155417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002276409,"about_ca_topic_score_gemma":0.00009431145,"domain_scores_codex":[0.9976762,0.0003895488,0.0009279788,0.00016669,0.0005262003,0.0003134106],"domain_scores_gemma":[0.9988545,0.00005104994,0.0005462559,0.0001377204,0.0002720856,0.0001383459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01016481,0.09260648,0.04470159,0.002947307,0.0003888475,0.001860351,0.008710667,0.00296389,0.2678621,0.2128187,0.3493397,0.005635633],"study_design_scores_gemma":[0.05671784,0.01251899,0.5100715,0.00278599,0.0004641129,0.006593453,0.006545241,0.002106176,0.005092138,0.3159077,0.07950476,0.001692082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770304,0.000597335,0.0005546323,0.0176932,0.001623337,0.0007346889,0.0004997472,0.00005750472,0.00120916],"genre_scores_gemma":[0.9959406,0.00007973397,0.002171009,0.000926978,0.000653979,0.00007585049,0.0001250599,0.00001546716,0.00001135815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4653699,"threshold_uncertainty_score":0.7078011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529578105966266,"score_gpt":0.3161883002186653,"score_spread":0.2908925191590026,"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."}}