{"id":"W4415711061","doi":"10.1101/2025.10.28.685153","title":"Combined Metabolic and Viral Insults in Pregnancy Disrupt Specific Placental Nutrient Transporter Systems in Mice","year":2025,"lang":"","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Placenta; Fetus; Pregnancy; Fetal membrane; Trophoblast; Transporter; Offspring; Gestation","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":[0.0007433178,0.0007365942,0.0006761241,0.001334901,0.0004126862,0.001112837,0.0006729416,0.0009305071,0.002878629],"category_scores_gemma":[0.0004281691,0.0009015163,0.0009255635,0.000473468,0.001024273,0.0006191458,0.0006682784,0.00282945,0.000839182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008805589,"about_ca_system_score_gemma":0.0005318117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653515,"about_ca_topic_score_gemma":0.00280971,"domain_scores_codex":[0.99891,0.0001620067,0.0001118335,0.0003089169,0.0002478125,0.0002595642],"domain_scores_gemma":[0.999288,0.00008144865,0.0002761483,0.0001091003,0.00004388369,0.0002015306],"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":[0.001804666,0.0002668797,0.001360308,0.0001306129,0.00004195651,0.0002202254,0.0001370677,0.0002320549,0.9916233,0.0005261094,0.0002085545,0.003448228],"study_design_scores_gemma":[0.0002531527,0.004188737,0.02886232,0.0001402763,0.0001993979,0.001304514,0.0006348703,0.004019152,0.9491209,0.0008957607,0.01031347,0.00006746738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790112,0.003231294,0.009803261,0.000700568,0.0001649956,0.0001267638,0.003996613,0.0006175596,0.002347547],"genre_scores_gemma":[0.96683,0.003557677,0.01034551,0.0006030902,0.00005449596,0.0006832471,0.002800526,0.0003790468,0.01474642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002878629,"threshold_uncertainty_score":0.009630024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213831126034641,"score_gpt":0.2338323542735783,"score_spread":0.2216940430132319,"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."}}