{"id":"W4221009865","doi":"10.1186/s40168-021-01184-w","title":"Endometrial microbiota composition is associated with reproductive outcome in infertile patients","year":2022,"lang":"en","type":"article","venue":"Microbiome","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":311,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pacific Centre for Reproductive Medicine","funders":"Instituto de Salud Carlos III; Horizon 2020 Framework Programme; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Ministerio de Economía y Competitividad; Ministerio de Educación, Cultura y Deporte; European Commission; Conselleria d'Educació, Investigació, Cultura i Esport; Ministerio de Ciencia, Innovación y Universidades","keywords":"Biology; Miscarriage; Ureaplasma; Pregnancy; Microbiome; Gardnerella vaginalis; Reproductive medicine; Embryo transfer; Gynecology; Obstetrics; Bacterial vaginosis; Medicine; 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":[0.000272382,0.0001632664,0.0002350603,0.000590988,0.000256846,0.000359904,0.000144774,0.000312942,0.002409451],"category_scores_gemma":[0.001799408,0.0001073262,0.0002446549,0.0005333719,0.0001930706,0.0001596613,0.000349331,0.000301085,0.0001736834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160499,"about_ca_system_score_gemma":0.0001428159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192962,"about_ca_topic_score_gemma":0.001262901,"domain_scores_codex":[0.9998472,0.00004244842,0.00001451135,0.00003085124,0.00003059769,0.00003436482],"domain_scores_gemma":[0.999482,0.0001117316,0.0002608027,0.00002230301,0.00003243512,0.00009082092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001793268,0.00001234275,0.9954605,0.0000261175,0.00002884018,0.0001735236,0.00006591485,0.00002146358,0.001089714,0.00001518234,0.000132086,0.002795123],"study_design_scores_gemma":[0.00000339333,0.00007058323,0.998698,0.00001445993,0.00001952373,0.0006779468,0.0001136474,0.00008056324,0.0001102953,0.00002470513,0.0001840649,0.000002703898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976709,0.001220754,0.00009090082,0.00006678501,0.000009319498,0.000007075485,0.0004312141,0.000003992841,0.000499048],"genre_scores_gemma":[0.9991549,0.0003776874,0.0001214755,0.00003073414,0.00001053613,0.000006587061,0.0002027659,0.000001368046,0.00009392556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002409451,"threshold_uncertainty_score":0.008060455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237919367022269,"score_gpt":0.2783372508675085,"score_spread":0.2559580571972858,"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."}}