{"id":"W1971187633","doi":"10.1016/j.ajog.2007.10.019","title":"17: Does transvaginal ultrasound measurements of total cervical length or “funneling to the cerclage” predict prematurity in women at increased risk of preterm birth who have a cervical cerclage in situ?","year":2007,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Gestation; Obstetrics; Gestational age; Cervical cerclage; Pregnancy; Birth weight; Prospective cohort study; Respiratory distress; Gynecology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002596984,0.001048686,0.0009510335,0.0008295801,0.0005223117,0.001552503,0.001333375,0.003911937,0.005653128],"category_scores_gemma":[0.01510802,0.0004516149,0.001436079,0.0009200559,0.00102299,0.00138133,0.0005107063,0.001033584,0.001125554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003229706,"about_ca_system_score_gemma":0.001439685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003383468,"about_ca_topic_score_gemma":0.003276408,"domain_scores_codex":[0.9993443,0.0002944904,0.0000888003,0.000104416,0.00005153227,0.0001164617],"domain_scores_gemma":[0.9945201,0.002338653,0.001829002,0.0001956964,0.0004156622,0.0007009734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005894171,0.0001025408,0.9943174,0.00005535961,0.0003170021,0.0002445877,0.00006500339,0.00007137741,0.0001285799,0.00007488247,0.0009901593,0.003043771],"study_design_scores_gemma":[0.0003997156,0.001745814,0.9876792,0.0001732137,0.001575416,0.002335633,0.0008713569,0.002474796,0.0004885355,0.0009225516,0.001292672,0.00004106506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876013,0.001642258,0.0003545544,0.006925914,0.0004366703,0.00003015583,0.0009362912,0.00001757596,0.002055233],"genre_scores_gemma":[0.9951316,0.0005874039,0.0004678483,0.001063201,0.0008203045,0.00003431076,0.0008722388,0.000008192534,0.001014988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005653128,"threshold_uncertainty_score":0.01891166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156937924102898,"score_gpt":0.2521742796201331,"score_spread":0.2406049003791041,"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."}}