{"id":"W3203858038","doi":"10.1097/ogx.0000000000000917","title":"Management of Complicated Monochorionic Twin Gestations: An Evidence-Based Protocol","year":2021,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Gestation; Obstetrics; Intrauterine growth restriction; Fetus; Monochorionic twins; Twin Pregnancy; Umbilical cord; Pregnancy; Anastomosis; Surgery","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":[0.01499643,0.00183821,0.003264824,0.005188724,0.002284464,0.002690214,0.003026258,0.004485068,0.0148836],"category_scores_gemma":[0.03731351,0.001062512,0.003655619,0.002855009,0.001052159,0.003320851,0.004954655,0.003945576,0.004157602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004656217,"about_ca_system_score_gemma":0.0229279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522242,"about_ca_topic_score_gemma":0.005123489,"domain_scores_codex":[0.9879094,0.00524419,0.004629367,0.0005037465,0.001304981,0.00040843],"domain_scores_gemma":[0.9855303,0.004182463,0.003718337,0.0005047711,0.004515988,0.001548168],"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":[0.002089628,0.001780788,0.005963669,0.158437,0.001040996,0.002324697,0.001760294,0.003011591,0.001722072,0.007768124,0.1090108,0.7050902],"study_design_scores_gemma":[0.005551426,0.001937871,0.01852025,0.6571535,0.002229741,0.004633889,0.001154146,0.002355129,0.001366797,0.01174968,0.2930136,0.0003339171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.009934801,0.1193648,0.04417975,0.0387201,0.00352839,0.7331285,0.004996603,0.0005809221,0.04556619],"genre_scores_gemma":[0.03124909,0.155654,0.2135799,0.01642465,0.001983699,0.5689672,0.0058734,0.00008826499,0.006179868],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01499643,"threshold_uncertainty_score":0.07930964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1477182090800515,"score_gpt":0.3838268676564849,"score_spread":0.2361086585764334,"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."}}