{"id":"W2141117389","doi":"10.1097/ogx.0b013e31828737c7","title":"Emergency Cerclage","year":2013,"lang":"en","type":"review","venue":"Obstetrical & Gynecological Survey","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Cervical cerclage; Cervical insufficiency; Pregnancy; Observational study; Emergency department; Randomized controlled trial; Bed rest; Obstetrics; Pessary; Cervix; Gestation; Emergency medicine; Surgery; Internal medicine","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004856758,0.0008196646,0.003669183,0.0002945503,0.0001433153,0.00005659024,0.0005657515,0.00168679,0.0241085],"category_scores_gemma":[0.0159551,0.0005163027,0.001342494,0.001727972,0.0001306178,0.00007971932,0.0003356946,0.001606935,0.007644394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905142,"about_ca_system_score_gemma":0.0002771067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008575091,"about_ca_topic_score_gemma":0.00001198548,"domain_scores_codex":[0.994642,0.001272069,0.001414916,0.001032081,0.0006267505,0.001012237],"domain_scores_gemma":[0.9927581,0.004695086,0.0004035194,0.0008216001,0.0002555115,0.00106618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008274172,0.0002939659,0.001835757,0.003083028,0.0001492097,0.0002630591,0.000002805698,8.827079e-9,1.308979e-7,0.00003886595,0.0215036,0.9728213],"study_design_scores_gemma":[0.0003418492,0.0005609706,0.03045513,0.0007296574,0.0005127413,0.00007976019,0.000002210731,0.000001894332,1.220308e-7,0.00004693291,0.9666753,0.0005934418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007155224,0.982706,0.00001898215,0.00002588486,0.001893998,0.001733959,0.0002135194,0.0002381012,0.01309802],"genre_scores_gemma":[0.0002113185,0.9895779,0.0002331365,0.0001294607,0.0003493133,0.0003516186,0.001268892,0.00008404141,0.00779434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9722279,"threshold_uncertainty_score":0.9997289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1706435162938647,"score_gpt":0.384456952196621,"score_spread":0.2138134359027563,"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."}}