{"id":"W2549086215","doi":"10.1007/s00246-016-1498-0","title":"Outcomes of Radiofrequency Perforation for Pulmonary Atresia and Intact Ventricular Septum: A Single-Centre Experience","year":2016,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Pulmonary atresia; Medicine; Cardiac surgery; Perforation; Internal medicine; Vascular surgery; Cardiology; Cardiothoracic surgery; Surgery; Pulmonary artery","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":[],"consensus_categories":[],"category_scores_codex":[0.00008633606,0.0001318996,0.000464255,0.0001170923,0.00005172803,0.000002500013,0.00004017357,0.00007548186,0.00001954484],"category_scores_gemma":[0.0003458802,0.00008805556,0.0001800016,0.0001268699,0.0001097988,0.00006591175,0.00004823165,0.00003720961,0.00000530761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006385293,"about_ca_system_score_gemma":0.00005995947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006193283,"about_ca_topic_score_gemma":0.000001334607,"domain_scores_codex":[0.9990909,0.00004508024,0.0002516433,0.0002680219,0.0001172337,0.0002271763],"domain_scores_gemma":[0.9992399,0.000277392,0.00006362992,0.000184196,0.0001372273,0.00009762682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00010596,0.00005456729,0.9836241,0.00009686345,0.0001051958,0.00008681499,0.000156022,1.78821e-7,0.001981956,0.00003066883,0.0002527809,0.0135049],"study_design_scores_gemma":[0.001443111,0.0003835741,0.9952978,0.00001393351,0.0007178587,0.0001540398,0.0002644655,0.00002481867,0.0003101545,0.0001773859,0.00104863,0.0001642386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921159,0.006014943,0.0002624919,0.0005251361,0.0001841017,0.0005663094,0.00004795724,0.00003040114,0.0002527711],"genre_scores_gemma":[0.998828,0.0003807215,0.0001895942,0.00002693711,0.0003293445,0.00006936192,0.000008869892,0.00001270238,0.0001544719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01334066,"threshold_uncertainty_score":0.3590801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799347895882979,"score_gpt":0.2661155519212801,"score_spread":0.2481220729624503,"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."}}