{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002062512,0.0002534192,0.0003690461,0.0004229514,0.0001763655,0.00001894131,0.0003020123,0.0001812098,0.0002224355],"category_scores_gemma":[0.000163408,0.0002227342,0.00009872293,0.000385726,0.0001551505,0.0001070216,0.00009185373,0.0005455236,0.00007208017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009654553,"about_ca_system_score_gemma":0.000108695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002072827,"about_ca_topic_score_gemma":0.00001227612,"domain_scores_codex":[0.9981117,0.0001073054,0.0003831696,0.0008112736,0.000293362,0.0002931927],"domain_scores_gemma":[0.9986644,0.00004947465,0.00008543897,0.0009565486,0.0001598316,0.00008424309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001192285,0.008909505,0.8189561,0.0002434845,0.001315694,0.00366808,0.00173322,0.00002391289,0.00266019,0.01712493,0.0005923442,0.1435803],"study_design_scores_gemma":[0.007532571,0.002335344,0.970522,0.004572659,0.0004942127,0.000380528,0.001563849,0.0001419708,0.004862661,0.004890726,0.002224373,0.0004790378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750315,0.001115323,0.0003842866,0.004480415,0.001032577,0.001327251,0.00001573702,0.0005044327,0.01610851],"genre_scores_gemma":[0.9960523,0.000156675,0.0004873395,0.0002963554,0.00004261538,0.0001187893,0.00003346801,0.000026591,0.002785865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.151566,"threshold_uncertainty_score":0.9082835,"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."}}