{"id":"W4414301267","doi":"10.1002/pmf2.70107","title":"Consensus update on twin‐twin transfusion syndrome staging: An international Delphi study","year":2025,"lang":"en","type":"article","venue":"Pregnancy","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Delphi method; Delphi; Specialty; Identification (biology); Clinical Practice; MEDLINE; Subgroup analysis","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2403857,0.0009774179,0.001187141,0.006170535,0.003126947,0.003822753,0.003179721,0.002856534,0.003288505],"category_scores_gemma":[0.2034115,0.001071277,0.002067271,0.004787907,0.003115939,0.004735126,0.01087522,0.002885805,0.0006991899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007231507,"about_ca_system_score_gemma":0.02232237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004464114,"about_ca_topic_score_gemma":0.00440359,"domain_scores_codex":[0.7842566,0.1748809,0.01950277,0.003652344,0.0122163,0.005490988],"domain_scores_gemma":[0.8105707,0.1095324,0.00687961,0.006853514,0.06138672,0.004776997],"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":[0.001491149,0.0007711735,0.05172721,0.01370485,0.0005887651,0.001251609,0.3431876,0.00374946,0.005652997,0.01999235,0.03168848,0.5261945],"study_design_scores_gemma":[0.001234757,0.003241448,0.08735141,0.03510391,0.001090145,0.002851377,0.5651813,0.02248955,0.00663615,0.03232819,0.241442,0.001049832],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7859883,0.007480072,0.0961524,0.03167964,0.002891086,0.03768579,0.001776153,0.0002203158,0.03612627],"genre_scores_gemma":[0.8707516,0.00477564,0.08879928,0.00383629,0.0002709917,0.02851582,0.001270726,0.00008122831,0.001698455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2403857,"threshold_uncertainty_score":0.9367396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434727803905584,"score_gpt":0.3228382867124627,"score_spread":0.2984910086734069,"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."}}