{"id":"W4405842073","doi":"10.1016/j.jogc.2024.102755","title":"Maternal Colonization of Extended-Spectrum-β-Lactamase-Producing Enterobacteriaceae in Preterm Rupture of Membranes","year":2024,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Enterobacteriaceae; Colonization; Microbiology; Beta-lactamase; Premature rupture of membranes; Enterobacteriaceae Infections; Pregnancy; Escherichia coli; Gestation; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001512166,0.00008486738,0.0003249379,0.0003392828,0.00001692842,0.00001114553,0.00005327622,0.00007023952,0.0001453383],"category_scores_gemma":[0.0003520501,0.00006624701,0.00004746221,0.0002807638,0.00004022598,0.00008497814,0.00002340038,0.0002051202,1.307301e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783472,"about_ca_system_score_gemma":0.0005406732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01088387,"about_ca_topic_score_gemma":0.01231535,"domain_scores_codex":[0.9991087,0.00002779439,0.0004762113,0.00009905302,0.0001698268,0.0001184083],"domain_scores_gemma":[0.9992019,0.0002949969,0.0002293499,0.00007043266,0.0001307427,0.00007256536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009046496,0.0002059082,0.9598379,0.002663381,0.0003592432,0.005412603,0.0004878796,0.0001867645,0.01057665,0.0006393128,0.0002909316,0.01924893],"study_design_scores_gemma":[0.0009282552,0.0005335283,0.9861047,0.0001516459,0.00009748233,0.0006332244,0.00005638589,0.0001146171,0.008894269,0.0001900449,0.002232991,0.00006287532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901808,0.004442986,0.00002191957,0.000272002,0.004801822,0.00008880024,0.00002448283,0.000003117522,0.0001640701],"genre_scores_gemma":[0.9992839,0.0003811091,0.00009813671,0.00004890768,0.00002996477,9.549145e-7,0.000002830454,0.000008902356,0.0001453483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02626675,"threshold_uncertainty_score":0.9957027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007545377489027341,"score_gpt":0.2272924347592979,"score_spread":0.2197470572702706,"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."}}