{"id":"W2169674525","doi":"10.1016/s1701-2163(16)32967-x","title":"Bacteriology of Amniotic Fluid in Women With Suspected Cervical Insufficiency","year":2008,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université de Montréal; Centre hospitalier universitaire de Québec; Centre Hospitalier Universitaire Sainte-Justine","funders":"Université de Montréal","keywords":"Medicine; Cervical insufficiency; Amniotic fluid; Amniocentesis; Ureaplasma; Ureaplasma urealyticum; Obstetrics; Cervical cerclage; Anaerobic bacteria; Gynecology; Gestational age; Fetus; Mycoplasma; Pregnancy; Prenatal diagnosis; Internal medicine; Cervix; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001078961,0.00009542437,0.0004742536,0.0002935062,0.00003647901,0.000002286351,0.00008600093,0.0001004972,0.0002528326],"category_scores_gemma":[0.001039716,0.0000708014,0.00002187801,0.0004332855,0.0001403354,0.00003902311,0.00002189548,0.000302275,1.523249e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005998457,"about_ca_system_score_gemma":0.002317196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003644203,"about_ca_topic_score_gemma":0.008764681,"domain_scores_codex":[0.9989347,0.00004678676,0.0004459646,0.0001000242,0.0002036226,0.0002688655],"domain_scores_gemma":[0.9986392,0.0005624272,0.0002364493,0.00009243974,0.0002423785,0.0002270583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001371175,0.0002367221,0.9788289,0.00006162191,0.00007375525,0.01055753,0.0004344881,0.00001128101,0.0002331032,0.00004118633,0.0002413117,0.009142964],"study_design_scores_gemma":[0.003173138,0.002829367,0.9909493,0.000009890377,0.00001896985,0.001223914,0.0002321094,0.00002079211,0.00006962266,0.0000174328,0.001386994,0.00006851334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996505,0.001482923,0.00000595542,0.0002325543,0.001118387,0.00006992774,0.000006660271,0.000001867882,0.0005767239],"genre_scores_gemma":[0.999064,0.0004125158,0.0001579644,0.0003120566,0.00001659085,0.00000118293,0.000001408319,0.000006713299,0.00002758905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212034,"threshold_uncertainty_score":0.5508969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007610155056429813,"score_gpt":0.1984660203776404,"score_spread":0.1908558653212106,"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."}}