{"id":"W4225080916","doi":"10.1038/s41598-022-10869-7","title":"Comprehensive human amniotic fluid metagenomics supports the sterile womb hypothesis","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; BC Centre for Disease Control; Acuitas Therapeutics (Canada); McGill University; University of British Columbia","funders":"Canadian Institutes of Health Research; BC Children's Hospital; Children's Hospital Foundation","keywords":"Metagenomics; Amniotic fluid; Biology; Obstetrics; Bioinformatics; Computational biology; Pregnancy; Medicine; Fetus; Genetics; Gene","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":[0.001294764,0.0003996969,0.0004390615,0.001060196,0.0004439881,0.0009731389,0.000352111,0.0006187549,0.0009369766],"category_scores_gemma":[0.002366026,0.0002091499,0.0003716128,0.0005689364,0.001169892,0.0006567286,0.001406922,0.0006176273,0.0003406503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001883458,"about_ca_system_score_gemma":0.000485948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005385279,"about_ca_topic_score_gemma":0.0006050668,"domain_scores_codex":[0.9991166,0.0002640981,0.0000602867,0.000216856,0.0002462674,0.00009591033],"domain_scores_gemma":[0.9985599,0.0005687438,0.0003628917,0.0002364214,0.0001628322,0.0001091391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007041408,0.00004668641,0.03400813,0.0003653782,0.0001172062,0.001516484,0.000699605,0.0002879803,0.9272881,0.004406779,0.0004330639,0.03012649],"study_design_scores_gemma":[0.00005252364,0.0009796884,0.1691886,0.0004691505,0.000368002,0.009882766,0.001770287,0.004326411,0.7299751,0.02409992,0.05875749,0.0001301225],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819451,0.01574875,0.08777063,0.00257158,0.0002612526,0.0001580606,0.00186474,0.0003473074,0.009332607],"genre_scores_gemma":[0.9691473,0.003743139,0.02472451,0.0005894833,0.00009644264,0.00006151057,0.0007266634,0.00005171121,0.0008591684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001294764,"threshold_uncertainty_score":0.006847441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.039495076866967,"score_gpt":0.2682963636206754,"score_spread":0.2288012867537084,"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."}}