{"id":"W4284898608","doi":"10.1101/2022.07.04.498741","title":"Assessment of the Human Placental Microbiome in Early Pregnancy","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"BC Children's Hospital; Children's Hospital Foundation","keywords":"Placenta; Microbiome; Biology; Andrology; Gestational age; Immune system; Physiology; Immunology; Gestation; Immunophenotyping; Decidua; Pregnancy; Flow cytometry; Fetus; Medicine; 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":[0.0004029359,0.0001798676,0.0001987758,0.000543649,0.0002138076,0.000464169,0.000132822,0.0002294142,0.001619614],"category_scores_gemma":[0.0006852163,0.0001564693,0.0001174176,0.000450033,0.0001907639,0.0001357717,0.0003401283,0.0002578318,0.0003888134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002107482,"about_ca_system_score_gemma":0.0002253207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237741,"about_ca_topic_score_gemma":0.001025105,"domain_scores_codex":[0.9998339,0.00006173488,0.000006929342,0.00003869103,0.00003236415,0.00002628628],"domain_scores_gemma":[0.9997995,0.00005394856,0.00005413125,0.00002164256,0.00003591059,0.00003485649],"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":[0.002295236,0.00009923442,0.4310337,0.0003484963,0.00006233588,0.001190303,0.001146594,0.0002839479,0.513839,0.0002552443,0.0007165906,0.04872927],"study_design_scores_gemma":[0.00001179968,0.0006408842,0.9555283,0.0000761268,0.00004384516,0.002049912,0.000782191,0.0004904856,0.03492555,0.0002316153,0.005207977,0.00001127937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911772,0.003040688,0.002394748,0.00009484396,0.00001454521,0.0000407547,0.001313435,0.00003276604,0.001891105],"genre_scores_gemma":[0.9934957,0.001892315,0.002593033,0.00007002878,0.00001171811,0.00006925881,0.000693123,0.00001244198,0.001162326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001619614,"threshold_uncertainty_score":0.005418122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384631015105201,"score_gpt":0.2432391911314746,"score_spread":0.2293928809804226,"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."}}