{"id":"W4406747627","doi":"10.1016/j.jri.2024.104372","title":"PRESENCE OF EMBRYO ALTERS MURINE DECIDUAL IMMUNE LANDSCAPE: INSIGHTS FROM THE BEAD-INDUCED DECIDUOMA MODEL","year":2025,"lang":"en","type":"article","venue":"Journal of Reproductive Immunology","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Embryo; Decidua; Decidual cells; Cell biology; Immune system; Chemistry; Biology; Immunology; Pregnancy; Fetus; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009745197,0.0003655252,0.001114707,0.0003674659,0.0002535378,0.00001911867,0.001246774,0.0003648999,0.00008716836],"category_scores_gemma":[0.001992762,0.0002401301,0.0003803849,0.000530568,0.0006840868,0.0003366567,0.0003930615,0.0008750276,0.0000267982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007436548,"about_ca_system_score_gemma":0.0004480387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000196352,"about_ca_topic_score_gemma":0.00001632254,"domain_scores_codex":[0.9961541,0.001061739,0.001500669,0.0007337705,0.0001354639,0.0004143064],"domain_scores_gemma":[0.9948288,0.000870957,0.001480927,0.001669711,0.00112695,0.00002264044],"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":[0.00130426,0.0003019562,0.006505649,0.00002572446,0.00260884,0.00001830503,0.003089589,0.0002531003,0.9751227,0.00210337,0.002695924,0.005970621],"study_design_scores_gemma":[0.003020487,0.0006189078,0.163955,0.0004609652,0.0002895135,0.000428784,0.003033697,0.00001021887,0.8145155,0.01104415,0.002338191,0.0002845533],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8598681,0.1319996,0.0009252873,0.001703983,0.00413668,0.0004128455,0.00002546007,0.00002299838,0.0009050788],"genre_scores_gemma":[0.9969237,0.00062565,0.0003067406,0.00006798177,0.0002382502,0.00001928872,0.00001677704,0.0000241385,0.001777435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1606071,"threshold_uncertainty_score":0.9792222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353997496075279,"score_gpt":0.2533778641147428,"score_spread":0.23983788915399,"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."}}