{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002140179,0.0002519095,0.001118243,0.0006836117,0.00006411647,0.00001442403,0.000255829,0.0001628906,0.0001067886],"category_scores_gemma":[0.005443085,0.0001563016,0.0001512712,0.0008703719,0.0003709267,0.0001026706,0.00008093821,0.0007431822,5.81278e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004531373,"about_ca_system_score_gemma":0.0002485668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002568466,"about_ca_topic_score_gemma":0.001282511,"domain_scores_codex":[0.996759,0.0004396196,0.001267978,0.0002988273,0.0006261406,0.0006084634],"domain_scores_gemma":[0.9929424,0.005276439,0.0007523301,0.000278393,0.0002823952,0.0004680287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004134396,0.0004220474,0.9615819,0.0001761974,0.000184563,0.0003235523,0.006084986,0.00004125399,0.002563158,0.000002008991,0.00002123411,0.02446463],"study_design_scores_gemma":[0.004967164,0.005151891,0.9828091,0.0002214289,0.0001330104,0.0003478804,0.003037877,0.000063382,0.002851307,0.00003986884,0.0002059111,0.0001711404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980966,0.0005327576,0.0001047914,0.0002552695,0.000242887,0.0004338419,0.00006782029,0.000005692591,0.0002603295],"genre_scores_gemma":[0.9983529,0.0006649027,0.0005508673,0.0002929218,0.00007681044,0.000008604484,0.000003252087,0.0000215713,0.0000281442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02429349,"threshold_uncertainty_score":0.6516275,"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."}}