{"id":"W4367184380","doi":"10.31083/j.ceog5004086","title":"The Relationship between Intra-Amniotic Sludge and the Amniotic Fluid Proteome in a Cohort of Pregnant Women with Acute Cervical Insufficiency: A Pilot Study","year":2023,"lang":"en","type":"article","venue":"Clinical and Experimental Obstetrics & Gynecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Amniotic fluid; Prospective cohort study; Cervical insufficiency; Proteome; Gram staining; Cohort; Cohort study; Pregnancy; Andrology; Obstetrics; Internal medicine; Bioinformatics; Bacteria; Fetus; Cervix; Biology","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":[0.001437138,0.0003875986,0.0004716032,0.0009295071,0.0006533316,0.0007251549,0.0004699856,0.0005315829,0.001277123],"category_scores_gemma":[0.005239418,0.0002994547,0.0004524051,0.0005844891,0.0004823162,0.00053333,0.0008994987,0.0004918665,0.0003638141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639181,"about_ca_system_score_gemma":0.0005505413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001199665,"about_ca_topic_score_gemma":0.001301211,"domain_scores_codex":[0.9992313,0.0002555625,0.00007826954,0.000199809,0.0001427984,0.00009225774],"domain_scores_gemma":[0.9976236,0.000640881,0.0007099531,0.0003250681,0.0003143999,0.0003860489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004677554,0.000152706,0.995425,0.00002534442,0.00004597391,0.0003089053,0.000429871,0.00001100335,0.001464701,0.00001220969,0.00004310302,0.001613331],"study_design_scores_gemma":[0.0000271198,0.001603261,0.9951169,0.00001425773,0.00005740157,0.00147493,0.0009173869,0.0001208048,0.0003107755,0.00002612931,0.0003243648,0.000006741119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995499,0.00009172637,0.0001015425,0.00001856218,0.000003372129,0.00003102224,0.000089286,0.00000166441,0.0001128681],"genre_scores_gemma":[0.999103,0.00009837716,0.0003573922,0.00003463221,0.00001468405,0.00006011468,0.000227947,0.000002575443,0.0001013248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001437138,"threshold_uncertainty_score":0.007600427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04970914729595393,"score_gpt":0.3373200565020154,"score_spread":0.2876109092060614,"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."}}