{"id":"W2097665807","doi":"10.1111/j.1479-828x.2001.tb01204.x","title":"Is there an interaction between cervical length and cervical microbiology in the pathogenesis of preterm labour?","year":2001,"lang":"en","type":"article","venue":"Australian and New Zealand Journal of Obstetrics and Gynaecology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Bacterial vaginosis; Cervix; Medicine; Vaginal flora; Cervical cerclage; Preterm delivery; Gestation; Preterm labour; Obstetrics; Pregnancy; Vagina; Prospective cohort study; Premature birth; Gynecology; Internal medicine; Biology; Surgery; Cancer","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":[0.0005874918,0.0001369065,0.0003853717,0.0003329443,0.00008394101,0.00002504613,0.0001559585,0.0003176291,0.0003771454],"category_scores_gemma":[0.0003061536,0.0000905622,0.00004967945,0.0002630117,0.0002557502,0.0001447202,0.0000497284,0.0005675549,0.000003035708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003012297,"about_ca_system_score_gemma":0.00005497269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001564253,"about_ca_topic_score_gemma":0.00003920874,"domain_scores_codex":[0.9985437,0.0004858023,0.0004485819,0.0002204067,0.00003749101,0.0002639579],"domain_scores_gemma":[0.9981491,0.001293729,0.0002275814,0.0001466395,0.0001168858,0.00006603926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008558264,0.0001793563,0.9083289,0.00002137988,0.0001154185,0.00005966213,0.0009981396,9.096545e-7,0.01005296,0.00008962728,0.0002300069,0.07983809],"study_design_scores_gemma":[0.001663575,0.001766339,0.9694281,0.000006861322,0.00005244962,0.001233034,0.0006172662,6.022842e-7,0.001122989,0.0003771732,0.02364407,0.00008757482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954942,0.002006769,0.000004859603,0.001782113,0.0004782813,0.0001319429,0.00002297323,0.000002810713,0.00007604098],"genre_scores_gemma":[0.9969821,0.002260165,0.00003781876,0.00007436587,0.00004878841,0.000001539705,0.000009054694,0.000007431518,0.0005787572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07975052,"threshold_uncertainty_score":0.4129478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05158319484793471,"score_gpt":0.3168418720317057,"score_spread":0.2652586771837709,"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."}}