{"id":"W3129059666","doi":"10.1101/2021.02.05.21251207","title":"Endometrial microbiota composition is associated with reproductive outcome in infertile patients","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pacific Centre for Reproductive Medicine","funders":"Horizon 2020 Framework Programme; Instituto de Salud Carlos III; Ministerio de Economía y Competitividad; European Commission","keywords":"Miscarriage; Pregnancy; Ureaplasma; Live birth; Microbiome; Biology; Gardnerella vaginalis; Gynecology; Infertility; Obstetrics; Embryo transfer; Medicine; Bacterial vaginosis; Bioinformatics; Microbiology; Mycoplasma; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003448566,0.0001965654,0.0002801146,0.0006512124,0.000254915,0.0005180694,0.0001502586,0.0003187101,0.002465358],"category_scores_gemma":[0.002231618,0.0001303106,0.0002525311,0.0005521607,0.0002348186,0.0001681955,0.000466437,0.0003088462,0.0002147532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037984,"about_ca_system_score_gemma":0.0001366272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007213706,"about_ca_topic_score_gemma":0.000558325,"domain_scores_codex":[0.9997798,0.00007001426,0.0000219311,0.00004365123,0.0000402654,0.00004435919],"domain_scores_gemma":[0.999391,0.0001423513,0.0002843431,0.00003756217,0.00003397387,0.0001108163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001843348,0.00001253909,0.9962154,0.00002158778,0.00003845314,0.0001493837,0.00005973561,0.00002678603,0.0008944266,0.0000194655,0.00009078362,0.002287208],"study_design_scores_gemma":[0.000004284079,0.00007292361,0.9985585,0.00001259962,0.00002512922,0.0006971815,0.0001231388,0.0001024964,0.0001505753,0.0000406156,0.0002097407,0.000002961899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981902,0.0009789916,0.00008703661,0.00005653015,0.000007401888,0.000004233692,0.0002808813,0.000003854089,0.0003908667],"genre_scores_gemma":[0.9994408,0.0002238303,0.00006988587,0.00002390168,0.00001015009,0.000003564089,0.0001412154,0.00000132981,0.00008533648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002465358,"threshold_uncertainty_score":0.008247495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491115303683546,"score_gpt":0.258754636973146,"score_spread":0.2338434839363105,"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."}}