{"id":"W3212571252","doi":"10.1136/bmj-2021-067470","title":"Is cerclage safe and effective in preventing preterm birth in women presenting early in pregnancy with cervical dilatation?","year":2021,"lang":"en","type":"review","venue":"BMJ","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Technology Assessment Programme; National Institute for Health and Care Research","keywords":"Medicine; Cervical cerclage; Obstetrics; Pregnancy; Cervix; Cervical dilatation; Gestation; Second trimester; Fetus; Cervical insufficiency; Premature rupture of membranes; Premature birth; Gynecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001495551,0.0004794926,0.002912631,0.002202611,0.0002891253,0.001214501,0.001184462,0.001902948,0.009296385],"category_scores_gemma":[0.007691864,0.0003579867,0.002267046,0.001901008,0.0004685886,0.001317403,0.0005045795,0.001579225,0.001659046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101914,"about_ca_system_score_gemma":0.002036135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004067525,"about_ca_topic_score_gemma":0.007827286,"domain_scores_codex":[0.9989958,0.0002779673,0.0002142241,0.0000794763,0.0003754308,0.00005702206],"domain_scores_gemma":[0.9974943,0.001589442,0.0004357212,0.0000363397,0.000380914,0.00006336191],"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":[0.0004151153,0.00003992442,0.0002170234,0.1876685,0.0008284719,0.00009681195,0.00009120464,0.0001205358,0.0002494958,0.001207782,0.05881177,0.7502534],"study_design_scores_gemma":[0.0005962259,0.0003886905,0.004836964,0.4480331,0.003416251,0.001347753,0.0002636416,0.000136619,0.0003097059,0.001681476,0.5389364,0.00005313389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007649909,0.9987541,0.0000171522,0.0004416472,0.0002021602,0.000008771488,0.00003599216,0.000003779278,0.0004598272],"genre_scores_gemma":[0.0009287712,0.9982109,0.00008308497,0.0004189882,0.0001337022,0.00001269811,0.00003957565,0.000002443829,0.0001697084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009296385,"threshold_uncertainty_score":0.0310995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229233861961795,"score_gpt":0.3344279745667683,"score_spread":0.3115045883705888,"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."}}