{"id":"W2770876449","doi":"10.1016/j.jtcvs.2017.11.046","title":"Chylothorax and pleural effusion in contemporary extracardiac fenestrated fontan completion","year":2017,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; University of Alberta; Stollery Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Chylothorax; Medicine; Pleural effusion; Thoracic duct; Fontan procedure; Surgery; Effusion; Pleural disease; Internal medicine; Lymphatic system; Respiratory disease; Pathology; Heart disease; Lung","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":[0.001483047,0.0001533543,0.000941802,0.0001696696,0.000152333,0.00009213822,0.00005154985,0.00008910055,0.000005906101],"category_scores_gemma":[0.0001470031,0.0001153222,0.0005708196,0.00005585154,0.00009077012,0.0003051192,0.00003820689,0.0001172131,0.000001103908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003190046,"about_ca_system_score_gemma":0.0001315972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001685815,"about_ca_topic_score_gemma":0.000004037488,"domain_scores_codex":[0.998727,0.000144805,0.0004211189,0.00016909,0.0003830453,0.0001549894],"domain_scores_gemma":[0.9990609,0.00007859436,0.0002757682,0.0003127617,0.0001120438,0.0001599862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005324837,0.0001213702,0.7675138,0.0001448725,0.001044742,0.00223527,0.0000778243,0.00000306747,0.0001622812,0.000007371641,0.000230221,0.2279267],"study_design_scores_gemma":[0.0016238,0.0001065743,0.9925085,0.0005718395,0.0004606763,0.001967478,0.0001954576,0.00006053705,0.000188169,0.0001084807,0.002080091,0.0001284304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605512,0.03770417,0.0001430255,0.0002737337,0.0002455806,0.0001611323,0.000002762307,0.000006247232,0.0009121743],"genre_scores_gemma":[0.9953583,0.004271702,0.0001397815,0.00003948722,0.0001184244,0.000002915447,0.000006527284,0.00001562888,0.00004726417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2277983,"threshold_uncertainty_score":0.4702703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06716901412019007,"score_gpt":0.3321029903216584,"score_spread":0.2649339762014684,"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."}}