{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001269904,0.0001589532,0.0006890256,0.0005513385,0.00006355422,0.000004680852,0.00008319532,0.0003658543,0.00005537901],"category_scores_gemma":[0.09567654,0.0001456096,0.00009496829,0.0008305727,0.0002602696,0.00004960094,0.00002358636,0.0002710007,0.000003411079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005016954,"about_ca_system_score_gemma":0.00007864706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009687964,"about_ca_topic_score_gemma":0.0002346718,"domain_scores_codex":[0.9984829,0.0001679551,0.0004766776,0.0004448323,0.0001030975,0.0003245507],"domain_scores_gemma":[0.9375241,0.06174212,0.0001349878,0.0003528325,0.0001772931,0.0000686456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174682,0.0004137219,0.9357868,0.0002164922,0.00007079071,0.00002957728,0.00009094065,0.000004643404,0.000727645,0.000601628,0.0003003254,0.06163997],"study_design_scores_gemma":[0.001528925,0.0005149353,0.9881504,0.0000811967,0.00005984226,0.0001485032,0.00004505259,0.00003045383,0.001261864,0.001639234,0.006382642,0.0001569402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995055,0.002037824,0.0007697118,0.0003084372,0.0007977995,0.0005123378,0.0000283469,0.00003861793,0.0004519677],"genre_scores_gemma":[0.9975841,0.001224225,0.0005302259,0.0001503239,0.00001488896,0.00004960399,0.00007040345,0.00002132152,0.0003548967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09440664,"threshold_uncertainty_score":0.9119409,"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."}}