{"id":"W2887774052","doi":"10.1111/aji.13030","title":"Amniotic fluid proteomic signatures of cervical insufficiency and their association with length of latency","year":2018,"lang":"en","type":"article","venue":"American Journal of Reproductive Immunology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; Public Health Agency of Canada; University of Manitoba","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Cervical insufficiency; Amniotic fluid; Amniocentesis; Medicine; Gestational age; Cervical cerclage; Pregnancy; Obstetrics; Gynecology; Gastroenterology; Andrology; Internal medicine; Fetus; Cervix; Prenatal diagnosis; 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":[0.0005512342,0.0003179383,0.0002784528,0.001012546,0.0002381726,0.0006972084,0.0002325187,0.0003834869,0.001220756],"category_scores_gemma":[0.002637791,0.0001875129,0.0003422049,0.0007076366,0.000244573,0.0003262759,0.0005503558,0.0003620202,0.0001984682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002358559,"about_ca_system_score_gemma":0.000295996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392625,"about_ca_topic_score_gemma":0.0009514857,"domain_scores_codex":[0.9997885,0.00004135659,0.00002821253,0.00005525817,0.00004881193,0.0000377983],"domain_scores_gemma":[0.9988229,0.0002442703,0.0006198257,0.00006683586,0.0001184424,0.0001276481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005349681,0.0000264434,0.9871764,0.00003596192,0.00007011974,0.0001629425,0.000108243,0.00006791722,0.008775749,0.0000215244,0.00005561663,0.002964122],"study_design_scores_gemma":[0.000003202848,0.0001093974,0.9975883,0.0000106887,0.00003587829,0.0005572306,0.0001593655,0.0003715898,0.000979691,0.00003730467,0.0001434679,0.000003941855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988266,0.0005215141,0.0001841196,0.00003399794,0.00000404591,0.000006779639,0.0002606754,0.000004992194,0.0001573025],"genre_scores_gemma":[0.9988986,0.00025336,0.0003337272,0.00001541783,0.000006321666,0.0000124413,0.000326821,0.000002289515,0.0001510317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001392625,"threshold_uncertainty_score":0.004083872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004342110388611153,"score_gpt":0.2216896298041546,"score_spread":0.2173475194155435,"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."}}