{"id":"W3016085854","doi":"10.1002/uog.22042","title":"Treatment and outcome of 370 cases with spontaneous or post‐laser twin anemia–polycythemia sequence managed in 17 fetal therapy centers","year":2020,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Obstetrics; Monochorionic twins; Pregnancy; Anemia; Pediatrics; Gestational age; Twin-to-twin transfusion syndrome; Fetus; Internal medicine","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":[0.00007495379,0.0002060671,0.0005231912,0.0002327586,0.00004157738,0.000006391256,0.00007179668,0.0002089995,0.00005466637],"category_scores_gemma":[0.005280746,0.000141327,0.00003374425,0.0004833452,0.0003728145,0.00005135413,0.0000287232,0.0002737322,0.000001240804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341841,"about_ca_system_score_gemma":0.00006418843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001232849,"about_ca_topic_score_gemma":0.000307004,"domain_scores_codex":[0.998796,0.00006170916,0.0003269059,0.0004682073,0.00008041977,0.0002667534],"domain_scores_gemma":[0.9943295,0.005202627,0.0001121189,0.0002247829,0.00004165587,0.00008935156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001811067,0.00051794,0.9268409,0.000113011,0.0001137489,0.02018629,0.001224119,0.00001093626,0.004375349,0.0001090204,0.00001323215,0.04468439],"study_design_scores_gemma":[0.02737383,0.02594571,0.894085,0.0002294814,0.0002922803,0.03186765,0.005502222,0.0001090233,0.008819829,0.0001937605,0.004702153,0.0008790036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950649,0.002839493,0.000005918676,0.001167514,0.00009013122,0.000539104,0.00002824866,0.00003105909,0.0002336599],"genre_scores_gemma":[0.9952549,0.003459616,0.000465831,0.0004743172,0.00001159649,0.00002130764,0.00002148139,0.0000166509,0.000274341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04380539,"threshold_uncertainty_score":0.6321927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556426065533937,"score_gpt":0.277591166599915,"score_spread":0.2420269059445756,"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."}}