{"id":"W3172522753","doi":"10.1053/j.pcsu.2021.02.002","title":"How and When Should Tetralogy of Fallot be Palliated Prior to Complete Repair?","year":2021,"lang":"en","type":"review","venue":"Seminars in Thoracic and Cardiovascular Surgery Pediatric Cardiac Surgery Annual","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Tetralogy of Fallot; Medicine; Shunt (medical); Cardiology; Internal medicine; Low birth weight; Surgery; Intensive care medicine; Heart disease; Pregnancy","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":[0.00144198,0.000529565,0.00259577,0.002248066,0.0002692929,0.001199556,0.0008579195,0.001324064,0.004240979],"category_scores_gemma":[0.006579285,0.0002905816,0.001049277,0.002158027,0.0007123564,0.001544222,0.0005683359,0.001402416,0.0006265535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000810959,"about_ca_system_score_gemma":0.002483446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00436049,"about_ca_topic_score_gemma":0.01054788,"domain_scores_codex":[0.9995628,0.0001120771,0.000137788,0.00006627151,0.00008871965,0.0000323526],"domain_scores_gemma":[0.9974401,0.001814354,0.0004304117,0.0000248209,0.0002089146,0.0000813337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002132427,0.00002950244,0.001632132,0.0824744,0.000789515,0.0002452445,0.0001083687,0.0001606237,0.0002083643,0.002448018,0.03313253,0.8785581],"study_design_scores_gemma":[0.0004128822,0.0001998143,0.01333799,0.3309089,0.006692029,0.003511472,0.0007750758,0.0001489817,0.0002427654,0.004867807,0.638804,0.00009824372],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005872129,0.9991459,0.00001694789,0.0004791259,0.0001285303,0.000001242049,0.00001299059,6.641877e-7,0.000155983],"genre_scores_gemma":[0.000773691,0.9985237,0.0000658936,0.0003572344,0.0002052784,0.000003448816,0.00002149108,5.306852e-7,0.00004869599],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00436049,"threshold_uncertainty_score":0.01418751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06427531809731499,"score_gpt":0.3213763728056761,"score_spread":0.2571010547083611,"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."}}