{"id":"W2342837801","doi":"10.1055/s-0036-1582130","title":"Vaginal Fluid Inflammatory Biomarkers and the Risk of Adverse Neonatal Outcomes in Women with PPROM","year":2016,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Université Laval","funders":"","keywords":"Medicine; Chorioamnionitis; Obstetrics; Premature rupture of membranes; Gestational age; Gestation; Pregnancy; Vaginal delivery; Rupture of membranes; Univariate analysis; Internal medicine; Multivariate analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003549239,0.00010584,0.0005430088,0.0001632841,0.00002282338,0.000001585984,0.0001055403,0.00002886407,0.00004458382],"category_scores_gemma":[0.0001586007,0.0000471056,0.00005616984,0.000109023,0.001699328,0.00007684354,0.00003049396,0.0001633977,0.000001019907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004900526,"about_ca_system_score_gemma":0.0001452565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006282912,"about_ca_topic_score_gemma":0.00001629792,"domain_scores_codex":[0.9990371,0.0001754791,0.0003341147,0.00009648191,0.0001533956,0.0002033851],"domain_scores_gemma":[0.998965,0.000258551,0.0004274894,0.0001387533,0.00008640478,0.0001238348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008068142,0.00002336266,0.820024,0.00001638325,0.0003350993,0.0003611183,0.001469306,2.886205e-7,0.0001725248,0.0001289167,0.000009221399,0.1693916],"study_design_scores_gemma":[0.01109708,0.002386225,0.974655,0.0001219931,0.00008423223,0.003002471,0.004118335,0.00000567236,0.0002889392,0.0001843332,0.003960584,0.00009509175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975141,0.000276267,0.00006539317,0.001914064,0.00005513622,0.00008150929,0.000006586045,0.000003722894,0.00008322524],"genre_scores_gemma":[0.9989739,0.0004875426,0.0003505099,0.0001384333,0.0000189851,0.00000564605,1.112572e-7,0.000008476592,0.00001639452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1692965,"threshold_uncertainty_score":0.6261244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002583770621861783,"score_gpt":0.2132253677788472,"score_spread":0.2106415971569854,"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."}}