{"id":"W4414203591","doi":"10.26685/urncst.912","title":"Effects of Maternal Immune Factors and Gut Microbiota on Neonatal Peyer’s Patch Development: A Research Protocol","year":2025,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Infant Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Immune system; Breast milk; Breast feeding; Staphylococcus epidermidis; Bifidobacterium; Immunity; Gut flora; Antigen","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":[0.004752071,0.002090912,0.002548971,0.001041967,0.001454295,0.001137179,0.002352699,0.002248364,0.02643902],"category_scores_gemma":[0.003647409,0.0009803108,0.002756321,0.0007535542,0.001024714,0.0008403179,0.001177571,0.002887532,0.00540296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179099,"about_ca_system_score_gemma":0.004724282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001513765,"about_ca_topic_score_gemma":0.002071965,"domain_scores_codex":[0.997817,0.0007326936,0.0002784061,0.000482994,0.0003964712,0.0002923721],"domain_scores_gemma":[0.9974111,0.0007179396,0.0003165173,0.0006078635,0.0005692479,0.0003773344],"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":[0.1075594,0.07041723,0.003939907,0.0344882,0.0007920134,0.004603191,0.001698485,0.002220246,0.5144614,0.0096241,0.02574002,0.2244559],"study_design_scores_gemma":[0.01785468,0.3077739,0.0124794,0.005518948,0.00339646,0.002561839,0.001540535,0.00159604,0.297988,0.004516356,0.3443179,0.0004557764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.3247334,0.03287708,0.09840355,0.002547209,0.004514832,0.4877654,0.01705602,0.001306796,0.03079581],"genre_scores_gemma":[0.09263051,0.02954143,0.07829969,0.002361048,0.0007247077,0.7535241,0.007904089,0.0001630347,0.03485148],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02643902,"threshold_uncertainty_score":0.08844733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08382707006724331,"score_gpt":0.5314385918826282,"score_spread":0.4476115218153849,"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."}}