{"id":"W2973333069","doi":"10.1016/j.jtcvs.2019.08.053","title":"Commentary: Why the Y-graft?","year":2019,"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":"Medicine; Fontan procedure; Cardiology; Internal medicine; Ventricle; Novelty; Surgery","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":[0.01071659,0.001141727,0.002753601,0.001385358,0.006563777,0.006072375,0.003475566,0.09590135,0.01217428],"category_scores_gemma":[0.07490467,0.001390876,0.001625259,0.001940055,0.004386023,0.005590439,0.00368777,0.05518212,0.00849979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006373954,"about_ca_system_score_gemma":0.01198979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01392892,"about_ca_topic_score_gemma":0.0217606,"domain_scores_codex":[0.9912068,0.003046199,0.001387145,0.001118553,0.00175829,0.001483098],"domain_scores_gemma":[0.9527552,0.02948721,0.003232094,0.001081811,0.005928362,0.007515359],"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":[0.00005141666,0.00001012477,0.0004849492,0.00006666819,0.00001893267,0.0005761735,0.0001269452,0.0000170061,0.00003595632,0.001108383,0.9953789,0.002124585],"study_design_scores_gemma":[0.0003044906,0.00006993033,0.002427634,0.001419951,0.0001433133,0.001550443,0.001312089,0.000290868,0.0001909424,0.007664886,0.9845013,0.0001240617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001873832,0.0007998038,0.00002393336,0.9653059,0.03284907,0.000006347505,0.00005479361,0.000006407431,0.0007662203],"genre_scores_gemma":[0.001385684,0.0005635677,0.00005691588,0.94708,0.04814098,0.00003264899,0.0000244144,0.00001189395,0.002703838],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09590135,"threshold_uncertainty_score":0.05667543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309220300304749,"score_gpt":0.2734490691234937,"score_spread":0.2503568661204462,"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."}}