{"id":"W2016749793","doi":"10.1002/uog.7507","title":"Perinatal outcome following fetal chest shunt insertion for pleural effusion","year":2009,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Fetus; Hydrops fetalis; Shunting; Pleural effusion; Gestational age; Surgery; Hydrothorax; Pulmonary hypoplasia; Pulmonary sequestration; In utero; Survival rate; Pregnancy; Internal medicine; Lung; Ascites","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":[0.0001222489,0.0001408241,0.0003205565,0.0001691346,0.00009468956,0.00002444125,0.00004494133,0.0001360232,0.00002478344],"category_scores_gemma":[0.008323045,0.0001210322,0.0001034043,0.0002156413,0.00002919434,0.00008680837,0.00001439066,0.00006912785,0.000005576818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637945,"about_ca_system_score_gemma":0.00003619047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002878273,"about_ca_topic_score_gemma":0.00002275668,"domain_scores_codex":[0.9990528,0.00001680983,0.0002835987,0.0002537695,0.000110598,0.000282467],"domain_scores_gemma":[0.9957922,0.003914272,0.00005527082,0.0001225077,0.00003087687,0.00008487593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009734473,0.0007555457,0.7700607,0.00006544666,0.0000594533,0.0001461705,0.000378551,0.000004073779,0.001388367,0.001056806,0.00005068563,0.2259369],"study_design_scores_gemma":[0.009673795,0.001741662,0.9735718,0.00002009515,0.00009979746,0.00006821533,0.000257923,0.0004116542,0.0001072006,0.001283379,0.01257958,0.0001848359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963846,0.0009814939,0.0001063553,0.0004574458,0.0006801186,0.0005006028,0.000007138579,0.00002296356,0.0008592505],"genre_scores_gemma":[0.9976369,0.0002484385,0.0009869321,0.0006027255,0.00002365245,0.00002557803,0.00007987216,0.00001107855,0.0003848046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2257521,"threshold_uncertainty_score":0.9964064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856054488595304,"score_gpt":0.2917670870918262,"score_spread":0.2732065422058732,"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."}}