{"id":"W4401023605","doi":"10.1101/2024.07.25.605136","title":"Exploring the impacts of human breast milk functional lipidome on infant health and growth outcomes in early life using lipid bioinformatics","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Western University","funders":"","keywords":"Lipidome; Lipid metabolism; Breast milk; Body mass index; Breastfeeding; Breast feeding; Medicine; Disease; Sphingolipid; Biology; Physiology; Internal medicine; Bioinformatics; Pediatrics; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007638492,0.0003593267,0.0004222991,0.00104747,0.0003647062,0.0006047667,0.0002717022,0.0002076216,0.001262389],"category_scores_gemma":[0.001059008,0.0001618048,0.0005828748,0.001145709,0.0001739883,0.0002900024,0.0007482707,0.0003208815,0.0003367378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003901709,"about_ca_system_score_gemma":0.000550677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003862329,"about_ca_topic_score_gemma":0.005118965,"domain_scores_codex":[0.9997068,0.00009212593,0.00001545312,0.0001011199,0.00004747748,0.00003701978],"domain_scores_gemma":[0.9996046,0.0001549334,0.00008643656,0.00003861648,0.000078777,0.00003661728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001683987,0.000230018,0.6299561,0.0004256217,0.0005708776,0.000502785,0.0005311354,0.01331411,0.2964642,0.0014277,0.001529161,0.05336441],"study_design_scores_gemma":[0.00003350042,0.0005179304,0.8736295,0.00005074051,0.0003321194,0.0004181847,0.0006667816,0.07504267,0.041825,0.002413856,0.005013919,0.00005581606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772059,0.0004033317,0.01440284,0.0001747005,0.00000869252,0.00003167661,0.006612367,0.0002282903,0.0009321205],"genre_scores_gemma":[0.9614201,0.0003573824,0.02890492,0.0001081618,0.00000907982,0.0001197101,0.008312283,0.00006302008,0.0007054217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003862329,"threshold_uncertainty_score":0.007679701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0555224997806945,"score_gpt":0.2760419930187333,"score_spread":0.2205194932380388,"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."}}