{"id":"W4385684633","doi":"10.1002/uog.27446","title":"Consensus protocol for management of early and late twin–twin transfusion syndrome: Delphi study","year":2023,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Delphi method; Likert scale; Protocol (science); Delphi; Evidence-based medicine; Statement (logic); Family medicine; Pediatrics; Medical physics; Alternative medicine; Psychology; Statistics","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":[0.1218862,0.001841341,0.001631501,0.003944028,0.002882107,0.002131257,0.002552987,0.002813599,0.03513327],"category_scores_gemma":[0.1012731,0.001297747,0.002428898,0.002248168,0.002081482,0.002574211,0.005180187,0.004465857,0.006606478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003906825,"about_ca_system_score_gemma":0.02395219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042572,"about_ca_topic_score_gemma":0.001472682,"domain_scores_codex":[0.896646,0.08192833,0.01039653,0.002622761,0.005171312,0.003235053],"domain_scores_gemma":[0.9184813,0.03317073,0.004991153,0.007207595,0.03292872,0.003220498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0318734,0.008112665,0.01448167,0.05696863,0.0009988254,0.00339219,0.1892935,0.00977269,0.01807733,0.05113078,0.1522595,0.4636387],"study_design_scores_gemma":[0.02562509,0.01410981,0.03765786,0.04800241,0.0009143156,0.00235835,0.1089613,0.02244138,0.01266655,0.04169964,0.6845564,0.001006881],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0220263,0.0003890386,0.02992155,0.001392746,0.0006115844,0.9347761,0.001425212,0.0001277049,0.009329774],"genre_scores_gemma":[0.01540849,0.0002634416,0.02624465,0.0005940653,0.00007375888,0.9560525,0.0003632534,0.00001870545,0.0009811977],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1218862,"threshold_uncertainty_score":0.6446034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169427024674251,"score_gpt":0.3185506049232584,"score_spread":0.2868563346765159,"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."}}