{"id":"W1588519935","doi":"10.1002/uog.14670","title":"A worldwide survey of laser surgery for twin–twin transfusion syndrome","year":2014,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Stichting voor de Technische Wetenschappen","keywords":"Medicine; Gestational age; Twin Twin Transfusion Syndrome; Twin-to-twin transfusion syndrome; Laser coagulation; Obstetrics; Pediatrics; Pregnancy; Fetus; Surgery","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":[0.001264473,0.0001655719,0.000148064,0.001194984,0.0001830244,0.0002717869,0.00022987,0.0003306104,0.002577077],"category_scores_gemma":[0.004322648,0.0001245452,0.0001745894,0.00156976,0.0002056757,0.0004723652,0.0004710233,0.000297464,0.0003361209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002680856,"about_ca_system_score_gemma":0.000413535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003694638,"about_ca_topic_score_gemma":0.003555088,"domain_scores_codex":[0.9989447,0.0004255488,0.0001869338,0.0001303483,0.000194097,0.0001184119],"domain_scores_gemma":[0.9950598,0.001052731,0.002767517,0.0001215087,0.0004255768,0.0005728462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001377481,0.00002126597,0.9926038,0.00004443221,0.00001315322,0.0001205461,0.0005107488,0.00002821037,0.0002313395,0.00002201972,0.000647274,0.00574343],"study_design_scores_gemma":[0.000001686037,0.00004501613,0.9969586,0.00003507301,0.000005896941,0.0005801409,0.001273394,0.00006009043,0.0000460162,0.000009343036,0.0009813021,0.000003374748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956175,0.0008829607,0.0002242916,0.0004435054,0.000009726628,0.00002401452,0.001180274,0.000009654581,0.0016081],"genre_scores_gemma":[0.997613,0.001011294,0.0002588124,0.000208572,0.00001540024,0.00002904454,0.0006042558,0.000004080604,0.0002556635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003694638,"threshold_uncertainty_score":0.008621156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106319685025397,"score_gpt":0.2585623865055005,"score_spread":0.2374991896552465,"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."}}