{"id":"W4200093420","doi":"10.1080/14767058.2021.2015577","title":"Cerclage placement in twin pregnancies with cervical dilation: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"The Journal of Maternal-Fetal & Neonatal Medicine","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Anhui Province; National Natural Science Foundation of China","keywords":"Medicine; Cervical insufficiency; Meta-analysis; Cervical cerclage; Observational study; Randomized controlled trial; Obstetrics; Confidence interval; Cochrane Library; Relative risk; Cervical dilation; Cohort study; Systematic review; Pregnancy; MEDLINE; Gynecology; Cervix; Surgery; Gestation; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002479923,0.0006311809,0.01086506,0.0005000784,0.00005853065,0.00003113627,0.0004199622,0.0001563189,0.001093318],"category_scores_gemma":[0.0003023265,0.0002582636,0.001244439,0.0009736253,0.0002263157,0.0001698529,0.0001390563,0.0009359925,0.000007839463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519392,"about_ca_system_score_gemma":0.0002397725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004917377,"about_ca_topic_score_gemma":0.0000380836,"domain_scores_codex":[0.994487,0.001044498,0.002528832,0.0002964061,0.001315856,0.0003273347],"domain_scores_gemma":[0.9961017,0.0006030869,0.002027649,0.0006590087,0.0002996304,0.0003088599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001179641,0.00005000416,0.00002232632,0.8983676,0.09496784,0.001888672,0.0003207104,0.000002261782,3.181647e-7,0.00002337738,0.0001590559,0.004079822],"study_design_scores_gemma":[0.0007579412,0.0005055244,0.00004717677,0.2941676,0.6793825,0.01476717,0.0000953482,0.00000351099,0.000001031411,0.000007334573,0.01007976,0.0001850666],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005965615,0.9956751,0.0001516224,0.002100529,0.00007828928,0.001775322,0.00004514552,0.000009939447,0.0001044208],"genre_scores_gemma":[0.0007563001,0.996924,0.0001055174,0.0008689183,0.0001669654,0.00007838394,0.00005233356,0.00004469488,0.00100282],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6042,"threshold_uncertainty_score":0.9999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04773801355765231,"score_gpt":0.3269179057716022,"score_spread":0.2791798922139499,"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."}}