{"id":"W4414591527","doi":"10.26685/urncst.891","title":"Investigating the Impact of Short-Chain Fatty Acids (SCFAs) from the Maternal Microbiome on Pregnancy and Fetal Health of C57BL/6J Mice: A Research Protocol","year":2025,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pregnancy; Microbiome; Immune system; Dysbiosis; Fetus; Gestation; Litter","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":[0.002920794,0.002119873,0.00148755,0.002270057,0.001569638,0.001015674,0.001735306,0.002890693,0.008881658],"category_scores_gemma":[0.001036952,0.001335437,0.00197,0.0008831368,0.001377757,0.0008463798,0.001179831,0.003797254,0.003054751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009095,"about_ca_system_score_gemma":0.001916548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002085373,"about_ca_topic_score_gemma":0.004157499,"domain_scores_codex":[0.9982774,0.0002966895,0.0001877845,0.0005031069,0.0003974553,0.0003375785],"domain_scores_gemma":[0.9974656,0.000257523,0.0004916373,0.0003996076,0.0004589654,0.0009265954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009744991,0.004638353,0.002193031,0.001011464,0.0001056748,0.0007021257,0.0003929796,0.0005352586,0.9632792,0.001388617,0.002567249,0.01344111],"study_design_scores_gemma":[0.003048895,0.047836,0.03056822,0.001029819,0.001284207,0.00270746,0.0009659319,0.002593221,0.7899674,0.001781516,0.117887,0.000330233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8132554,0.009937583,0.08057978,0.00279783,0.001558713,0.0320816,0.0443765,0.002447862,0.01296468],"genre_scores_gemma":[0.4918973,0.0198336,0.2302033,0.005598294,0.000493601,0.1270231,0.04187278,0.001548743,0.08152928],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.008881658,"threshold_uncertainty_score":0.02971208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07282940812734079,"score_gpt":0.4837933464505065,"score_spread":0.4109639383231657,"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."}}