{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004448252,0.0001505814,0.0004131167,0.0004431136,0.00008892502,0.000006436042,0.00007060518,0.000215599,0.00001723959],"category_scores_gemma":[0.002761982,0.0001346365,0.00004129841,0.0008418227,0.0002309342,0.0000260161,0.0000579933,0.0002091062,0.000002857077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003507923,"about_ca_system_score_gemma":0.00002584357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000014511,"about_ca_topic_score_gemma":0.00001257586,"domain_scores_codex":[0.9986899,0.00005813305,0.0003911558,0.0004680199,0.0001118081,0.0002809767],"domain_scores_gemma":[0.994391,0.005103827,0.00009764789,0.0002726271,0.00008158605,0.00005332771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006198193,0.002057433,0.8871264,0.001835566,0.0005624613,0.001394124,0.002107616,0.00001040934,0.001822953,0.002599463,0.0001543934,0.09970932],"study_design_scores_gemma":[0.008490642,0.003525076,0.9798141,0.0001378519,0.0001361028,0.0001013722,0.00161011,0.00002908761,0.0001480334,0.002632024,0.003217549,0.0001581047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398808,0.0001588841,0.00002333982,0.000215148,0.0002034162,0.05910574,0.00001002753,0.00006956069,0.00033309],"genre_scores_gemma":[0.9690685,0.0002377216,0.000501871,0.00002337161,0.000006118143,0.02960847,0.000006372126,0.0000185376,0.0005290257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09955122,"threshold_uncertainty_score":0.5490316,"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."}}