{"id":"W4402360629","doi":"10.1002/uog.28677","title":"EP17.20: Amniocentesis and therapeutic amnioreduction prior to “Rescue Cerclage” (AARC Protocol)","year":2024,"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":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Amniocentesis; Protocol (science); Medicine; Pregnancy; Biology; Fetus; Prenatal diagnosis; Genetics","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":[0.008138574,0.000773109,0.001262883,0.00111681,0.0008403491,0.0009342124,0.00121833,0.001919616,0.02610198],"category_scores_gemma":[0.01037377,0.000512624,0.001033911,0.0006092141,0.0004519448,0.0007785904,0.001250524,0.001289669,0.01504826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009788889,"about_ca_system_score_gemma":0.004727555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008797001,"about_ca_topic_score_gemma":0.001045383,"domain_scores_codex":[0.9963566,0.001902248,0.0008745035,0.0002582504,0.0003247869,0.0002836599],"domain_scores_gemma":[0.9947482,0.001121016,0.001151641,0.001011844,0.001114534,0.0008527283],"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":[0.1879295,0.02836674,0.08448543,0.01517392,0.0005974606,0.004233484,0.0009199379,0.002885487,0.02122738,0.004553034,0.1430762,0.5065516],"study_design_scores_gemma":[0.08978821,0.1115364,0.2505822,0.009726012,0.0007602354,0.008401911,0.0006673261,0.003752348,0.0258005,0.003139155,0.4955155,0.0003301435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1633587,0.005797222,0.02933797,0.00242559,0.0009119905,0.7179755,0.02348791,0.001102731,0.05560238],"genre_scores_gemma":[0.1534465,0.002921652,0.05406239,0.004831569,0.0006663967,0.7512212,0.01774864,0.0002355043,0.01486618],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02610198,"threshold_uncertainty_score":0.08731979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317508400106689,"score_gpt":0.2851978766399678,"score_spread":0.2720227926389009,"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."}}