{"id":"W2041776198","doi":"10.1159/000264212","title":"Midtrimester Thoracoamniotic Shunting for the Treatment of Fetal Hydrops","year":2009,"lang":"en","type":"article","venue":"Fetal Diagnosis and Therapy","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Paracentesis; Fetus; Gestation; Shunting; Hydrops fetalis; Amniotic fluid; Etiology; Surgery; Obstetrics; Pregnancy; Abnormality; Internal medicine; 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":[0.0001279442,0.0004041179,0.0003985456,0.0006788804,0.0005541,0.000222488,0.0004800491,0.001051044,0.001891289],"category_scores_gemma":[0.00104994,0.0001416161,0.0002512658,0.0002360087,0.0004078825,0.0002687633,0.0002700179,0.001303318,0.000314292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890487,"about_ca_system_score_gemma":0.0004363612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004613406,"about_ca_topic_score_gemma":0.001403561,"domain_scores_codex":[0.9999168,0.00002001125,0.000008589076,0.000008679215,0.00002150186,0.0000245251],"domain_scores_gemma":[0.9996971,0.00007108735,0.00006332131,0.00001480775,0.000007133982,0.0001465775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001742565,0.000957576,0.04560137,0.0005106812,0.00009555731,0.5992733,0.0006587327,0.0009896957,0.03074249,0.001077762,0.005447369,0.3129027],"study_design_scores_gemma":[0.0003886707,0.003224654,0.06442363,0.0001907314,0.00005277017,0.9113985,0.0002669063,0.001085073,0.00698786,0.0008510224,0.01109526,0.00003499994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251868,0.04789211,0.005384244,0.005898669,0.0008431881,0.0001005613,0.0001207963,0.0003782402,0.01419533],"genre_scores_gemma":[0.989125,0.006920565,0.001835047,0.0003949621,0.0004296652,0.00001650681,0.00004241092,0.00001655527,0.001219363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001891289,"threshold_uncertainty_score":0.006326973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025327116304382,"score_gpt":0.3172076748069924,"score_spread":0.2769544036439485,"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."}}