{"id":"W3015037031","doi":"10.1093/icvts/ivaa002","title":"Does routine fenestration improve early and late postoperative outcomes in patients undergoing Fontan palliation?","year":2020,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Society of Cardiology; Entomological Society of Canada","keywords":"Medicine; Fenestration; Fontan procedure; Surgery; Cardiopulmonary bypass; Cardiology; Heart disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001939443,0.0001990683,0.0006303797,0.00009961261,0.00007719457,0.00005109259,0.00001880908,0.00005267156,0.000007714279],"category_scores_gemma":[0.000630419,0.000136136,0.0003147566,0.0001353485,0.00005220404,0.0003480791,0.00006547479,0.0001672576,0.000005251931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006464514,"about_ca_system_score_gemma":0.00005623386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001012109,"about_ca_topic_score_gemma":0.00005085667,"domain_scores_codex":[0.9987444,0.0001541546,0.0002778424,0.0003921379,0.0002504327,0.0001810027],"domain_scores_gemma":[0.9990522,0.000413704,0.00004782728,0.0001406996,0.0001998409,0.000145769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005943041,0.00005870971,0.9530609,0.00009674797,0.001300167,0.0000782097,0.001475607,0.000001502641,0.00008594953,0.000002522768,0.000003227794,0.04324215],"study_design_scores_gemma":[0.0007656259,0.000142641,0.9971461,0.000131761,0.0003016957,0.000002516769,0.0005313026,0.0001223132,0.0005963537,0.00003216163,0.00005710984,0.0001704702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972144,0.0009687537,0.00007042959,0.0008290462,0.0002069897,0.0004824998,0.00002647808,0.00003474357,0.0001667103],"genre_scores_gemma":[0.9992671,0.000167736,0.00003583149,0.0003479268,0.00006253411,0.00003394387,0.00002461401,0.00002012956,0.00004016044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04408514,"threshold_uncertainty_score":0.5551463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651553592107761,"score_gpt":0.2746410732930939,"score_spread":0.2581255373720163,"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."}}