{"id":"W4401598435","doi":"10.1016/j.jafr.2024.101361","title":"Human milk oligosaccharides produced by synthetic biology","year":2024,"lang":"en","type":"article","venue":"Journal of Agriculture and Food Research","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Infant formula; Bacillus subtilis; Lactose; Biology; Breastfeeding; Health benefits; Biotechnology; Human health; Food science; Bacteria; Medicine; Environmental health; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002665882,0.0003637944,0.0001348227,0.0002456117,0.0001120444,0.0003723431,0.0001952613,0.0002472565,0.001224139],"category_scores_gemma":[0.0002753723,0.0001172111,0.0002748163,0.0002328206,0.0002293881,0.0003822666,0.0003764433,0.0005986094,0.0004207609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003036026,"about_ca_system_score_gemma":0.0003025693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002822498,"about_ca_topic_score_gemma":0.0003011531,"domain_scores_codex":[0.9998749,0.00003152943,0.000007699477,0.00002159498,0.00004430955,0.00001980622],"domain_scores_gemma":[0.9999299,0.00001039826,0.00002390644,0.000007618647,0.00001657951,0.00001159363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002120595,0.0000997184,0.0004459,0.0006662037,0.00002579986,0.0002113383,0.00006817743,0.001142568,0.9576922,0.0082715,0.0008707885,0.03029377],"study_design_scores_gemma":[0.0000394145,0.0008755028,0.0008071385,0.0001065894,0.0000313406,0.0003719154,0.00006268619,0.001991456,0.911951,0.001791818,0.08194906,0.00002198623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.762652,0.05215304,0.1305032,0.002407151,0.001403057,0.0004807878,0.001644579,0.0005502637,0.04820586],"genre_scores_gemma":[0.891524,0.02414216,0.0728097,0.000519821,0.00009874915,0.0002513466,0.001108043,0.00007605591,0.00947012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001224139,"threshold_uncertainty_score":0.004095137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05410207889945372,"score_gpt":0.3937093182279375,"score_spread":0.3396072393284837,"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."}}