{"id":"W2181351141","doi":"10.1002/uog.15313","title":"P01.04: Emergency cerclage: evaluation of its efficacy and identification of prognostic factors","year":2015,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cervical dilation; Cervical cerclage; Gestation; Gestational age; Cervical insufficiency; Cervical dilatation; Pregnancy; Obstetrics; Cervix; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002342,0.0002633463,0.0003240343,0.0007245257,0.0002198634,0.0004282695,0.0005627673,0.0004534497,0.002553798],"category_scores_gemma":[0.004943839,0.0001738119,0.0002610392,0.0007484062,0.0003013475,0.0003471831,0.0003075328,0.0005169541,0.0005984768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735104,"about_ca_system_score_gemma":0.0004758838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033306,"about_ca_topic_score_gemma":0.0006867203,"domain_scores_codex":[0.9996303,0.0001333718,0.00004521544,0.00005821956,0.00006627927,0.00006665243],"domain_scores_gemma":[0.9971417,0.0008051248,0.001125266,0.0001191665,0.0003812066,0.0004276134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004645642,0.00004741638,0.995207,0.00002565265,0.00001940386,0.0002524963,0.00001740565,0.00003986892,0.0001134558,0.00001349657,0.000248793,0.003550317],"study_design_scores_gemma":[0.00004234198,0.0008144897,0.9944605,0.00002522089,0.00003894329,0.003168798,0.0001263276,0.0005798487,0.0002528559,0.00005995958,0.0004242895,0.000006331591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977952,0.0007998957,0.0001801187,0.0001263909,0.00001936237,0.00001499538,0.0004517427,0.000006470421,0.0006057976],"genre_scores_gemma":[0.9986884,0.000213332,0.0002811244,0.00003425273,0.00004711341,0.00001832322,0.0004503342,0.000004399344,0.0002627607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002553798,"threshold_uncertainty_score":0.008543253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05114290017466284,"score_gpt":0.3160499506497084,"score_spread":0.2649070504750456,"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."}}