{"id":"W3036197145","doi":"10.1016/j.jtcvs.2020.06.008","title":"Duct stenting versus modified Blalock–Taussig shunt in neonates and infants with duct-dependent pulmonary blood flow: A systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; McMaster University; Impact","funders":"","keywords":"Shunt (medical); Medicine; Duct (anatomy); Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.003046722,0.0006909613,0.0158383,0.0006916129,0.00007811069,0.0001036741,0.0001146168,0.0001880514,0.00001583432],"category_scores_gemma":[0.000331481,0.0003816228,0.005690138,0.0008739766,0.00006696683,0.0001975296,0.0001122287,0.0003566914,0.000001208877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005900419,"about_ca_system_score_gemma":0.0003094549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003918066,"about_ca_topic_score_gemma":0.000003483412,"domain_scores_codex":[0.9952809,0.0009401646,0.001867881,0.000585413,0.001005907,0.0003197262],"domain_scores_gemma":[0.997153,0.0005440771,0.001194807,0.0005783977,0.0001818153,0.0003478827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00008346242,0.00008653863,0.0001052033,0.3901483,0.5091987,0.005753201,0.00004283378,0.000006262846,2.61166e-8,4.947851e-7,0.000005437687,0.09456961],"study_design_scores_gemma":[0.0006351364,0.00009411495,0.00002896391,0.05164144,0.9381841,0.007880564,0.0001114428,0.00002130826,3.893584e-7,0.000003696454,0.001066422,0.0003324356],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005732898,0.9977987,0.00004618405,0.0001067182,0.00006380295,0.00133751,0.00002432762,0.000009589642,0.00003984926],"genre_scores_gemma":[0.006749953,0.9927341,0.0001737875,0.00005775812,0.00005869192,0.0000890071,0.00002578134,0.00005672943,0.00005413249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4289854,"threshold_uncertainty_score":0.9998636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06192678430670084,"score_gpt":0.3163823460971351,"score_spread":0.2544555617904343,"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."}}