{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006621485,0.0004677748,0.000735686,0.002281572,0.001241409,0.0008786935,0.0005216129,0.0009955192,0.001112232],"category_scores_gemma":[0.008594874,0.0004308073,0.0002844163,0.0008606665,0.000964085,0.0004078221,0.0004622906,0.001049252,0.0002779583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252379,"about_ca_system_score_gemma":0.001711474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02419724,"about_ca_topic_score_gemma":0.0157913,"domain_scores_codex":[0.9993468,0.000137147,0.00007614963,0.00006411353,0.0002460833,0.0001297386],"domain_scores_gemma":[0.9982279,0.0006631705,0.000209029,0.00005652048,0.0003303456,0.0005129797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002968967,0.0001516123,0.9556802,0.0002013032,0.00003685452,0.01840638,0.00241554,0.00009850203,0.009979659,0.00007889899,0.0004546436,0.009527389],"study_design_scores_gemma":[0.00004731107,0.001567098,0.9690695,0.0001481882,0.00007948824,0.01863314,0.0040077,0.0004488748,0.0042152,0.0001018645,0.001656991,0.00002456773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938707,0.002750722,0.00009411311,0.0003588035,0.0000967856,0.00006585196,0.0001723816,0.0000162488,0.002574477],"genre_scores_gemma":[0.9974382,0.001402716,0.0002159679,0.0001944581,0.000107937,0.00002041653,0.0001207351,0.000005687114,0.0004938448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02419724,"threshold_uncertainty_score":0.04811281,"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."}}