{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005495363,0.0003504787,0.0004599338,0.0008359732,0.0003838715,0.000554184,0.0003393955,0.0004522361,0.00134193],"category_scores_gemma":[0.0052941,0.0001538849,0.0002879474,0.0004692687,0.0005371338,0.0003278602,0.0004442817,0.0006358118,0.0002546942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003938687,"about_ca_system_score_gemma":0.0002952959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001721179,"about_ca_topic_score_gemma":0.001274442,"domain_scores_codex":[0.9994543,0.0001284799,0.0000696576,0.00006989228,0.0001386542,0.0001389645],"domain_scores_gemma":[0.9973153,0.0006994096,0.001164815,0.00009713069,0.0002259418,0.0004974464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062732,0.00001853763,0.9835638,0.0000181108,0.00002577364,0.01268786,0.0001342244,0.00004652117,0.0003960936,0.00003014267,0.0000795201,0.002893237],"study_design_scores_gemma":[0.00001065928,0.0004319942,0.8937835,0.00008146158,0.00005821608,0.1036431,0.0005853547,0.0002215055,0.0008941073,0.00003833468,0.0002408708,0.00001079997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985785,0.0007740967,0.0000959311,0.00003762625,0.000009428341,0.000006036671,0.00009766992,0.000005956688,0.0003946792],"genre_scores_gemma":[0.9993298,0.0003753353,0.00007255835,0.00001619416,0.00001237842,0.000003752713,0.0001327771,0.000002520822,0.00005469569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001721179,"threshold_uncertainty_score":0.004489243,"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."}}