{"id":"W3153158373","doi":"10.1016/j.jtcvs.2021.04.031","title":"Commentary: Total anomalous pulmonary venous connection, heterotaxy and pulmonary vein obstruction: The relentless pursuit of imperfection","year":2021,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Heterotaxy; Medicine; Intensive care medicine; Disease; Vein; Surgery; Cardiology; Internal medicine; Heart disease","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":[0.004241746,0.00100533,0.002224656,0.001249915,0.005144343,0.003636576,0.003091134,0.09098081,0.006802919],"category_scores_gemma":[0.03979435,0.001178455,0.001183977,0.00119641,0.004298247,0.00583105,0.002458792,0.05389798,0.004856752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004248377,"about_ca_system_score_gemma":0.005713303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008021379,"about_ca_topic_score_gemma":0.01271006,"domain_scores_codex":[0.9958566,0.001396496,0.0006423545,0.0006620041,0.0009747027,0.0004678296],"domain_scores_gemma":[0.9827876,0.01086943,0.001031175,0.0004251896,0.002627437,0.002259081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005353314,0.00002216934,0.0006334864,0.00007348175,0.00001887589,0.00404802,0.0002319522,0.00004023969,0.00009122227,0.002102777,0.9893515,0.00333279],"study_design_scores_gemma":[0.0002849434,0.00009152867,0.002437374,0.001111694,0.0001049756,0.01063128,0.001721336,0.0007513117,0.0002214545,0.01561506,0.966837,0.0001920692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003095025,0.0008305716,0.00004100311,0.9705423,0.02705767,0.000007537135,0.00003686961,0.00001110473,0.001163343],"genre_scores_gemma":[0.003722071,0.0007331656,0.0001523819,0.9108003,0.08159085,0.00002573708,0.00002117042,0.00001553945,0.002938813],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09098081,"threshold_uncertainty_score":0.0308243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016263039030692,"score_gpt":0.2472600386825795,"score_spread":0.2309969996518875,"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."}}