{"id":"W4413181486","doi":"10.3389/fcimb.2025.1615182","title":"Endometrial microbiome during early pregnancy among women with and without chronic endometritis: a pilot study","year":2025,"lang":"en","type":"article","venue":"Frontiers in Cellular and Infection Microbiology","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Ottawa Public Health; University of Ottawa; Ottawa Hospital","funders":"Canadian Institutes of Health Research; China Scholarship Council; Health Commission of Hunan Province; Ottawa Hospital Research Institute","keywords":"Akkermansia; Microbiome; Pregnancy; Endometritis; Streptococcus; Lactobacillus; Physiology; Medicine; Biology; Gynecology; Obstetrics; Bioinformatics; Bacteria; Genetics","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":[0.0005954141,0.0003777469,0.0004466307,0.0006417824,0.0009255012,0.0005558395,0.0002442149,0.000655185,0.001808945],"category_scores_gemma":[0.001629171,0.0003772038,0.0004034325,0.0004756335,0.0004578786,0.0005883912,0.0008842073,0.0004259847,0.0003592827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000312379,"about_ca_system_score_gemma":0.000551165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002273214,"about_ca_topic_score_gemma":0.003454737,"domain_scores_codex":[0.9997244,0.00008402224,0.00002038487,0.00006847853,0.0000297589,0.00007285464],"domain_scores_gemma":[0.9994885,0.0001066532,0.0001083583,0.00004191379,0.0000813006,0.0001734196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001462356,0.001038993,0.9798923,0.0001754982,0.00006571718,0.0008910425,0.003125073,0.00002099036,0.001873554,0.00006101732,0.0002516856,0.01114174],"study_design_scores_gemma":[0.0001329256,0.005179591,0.9873384,0.00005516663,0.0000800523,0.001425695,0.003848753,0.00007639373,0.0002112898,0.00009251518,0.001544107,0.00001501627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988641,0.0003670916,0.000101517,0.00003356811,0.000006822435,0.0001316251,0.0001600503,0.000001391898,0.0003338987],"genre_scores_gemma":[0.9983773,0.0003439827,0.0003258692,0.0001147576,0.00001963169,0.0002446618,0.0001969048,0.000001759656,0.0003751447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002273214,"threshold_uncertainty_score":0.00605154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00670266238753572,"score_gpt":0.2098979020513229,"score_spread":0.2031952396637872,"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."}}