{"id":"W2201308204","doi":"10.1016/j.jtcvs.2015.08.096","title":"It's not “just a shunt” but sometimes it should be…","year":2015,"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":"BC Children's Hospital","funders":"","keywords":"Medicine; Tricuspid atresia; Pulmonary atresia; Pulmonary artery; Tricuspid valve; Pulmonary artery banding; Cardiology; Shunt (medical); Pulmonary hypertension; Internal medicine; Surgery; 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":[0.002774346,0.0005711425,0.001008198,0.0006253768,0.003231005,0.002665067,0.0008448806,0.02519063,0.005952012],"category_scores_gemma":[0.03586788,0.0004842392,0.0006015798,0.0006808086,0.002494279,0.003171005,0.001101196,0.02297325,0.003604581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002252958,"about_ca_system_score_gemma":0.002812296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003102762,"about_ca_topic_score_gemma":0.005759921,"domain_scores_codex":[0.9972782,0.001056015,0.0004564215,0.0003065686,0.0005571988,0.0003456477],"domain_scores_gemma":[0.9890537,0.005440576,0.001148334,0.0003018902,0.001658396,0.002396991],"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":[0.00005211697,0.00005377873,0.004943427,0.0001209881,0.00003367002,0.009355147,0.0006790331,0.00004000484,0.0001796023,0.003985415,0.9679611,0.01259573],"study_design_scores_gemma":[0.0001708337,0.0001595529,0.007132445,0.001553078,0.0001096057,0.02892989,0.003072305,0.0002860842,0.0002647838,0.01688454,0.9413307,0.0001062233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007569134,0.001076681,0.00004377789,0.9800086,0.01582041,0.000004457622,0.00001250259,0.000007162449,0.002269531],"genre_scores_gemma":[0.007955662,0.001589785,0.0001653467,0.9398944,0.04403986,0.00002193227,0.00001133302,0.000008460452,0.006313134],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02519063,"threshold_uncertainty_score":0.01991141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09130126755583776,"score_gpt":0.3317639550140928,"score_spread":0.240462687458255,"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."}}