{"id":"W2168913953","doi":"10.1016/j.ejcts.2008.06.001","title":"Could we still improve early and interim outcome after prosthetic systemic-pulmonary shunt? A risk factors analysis☆","year":2008,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Great arteries; Pulmonary atresia; Pulmonary artery; Univariate analysis; Internal medicine; Ventricle; Median sternotomy; Cardiology; Mechanical ventilation; Surgery; Left pulmonary artery; Tetralogy of Fallot; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002495943,0.0004093798,0.001654007,0.0008479354,0.0001351956,0.00004837198,0.0001167781,0.00005502533,0.00004044999],"category_scores_gemma":[0.0005546141,0.0003056452,0.00152721,0.0005707634,0.0002763382,0.0002543013,0.0001528974,0.0006259356,0.00004221344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252564,"about_ca_system_score_gemma":0.0001275237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001240388,"about_ca_topic_score_gemma":9.548693e-7,"domain_scores_codex":[0.9956426,0.001397999,0.00137174,0.0003810638,0.0007502497,0.0004563288],"domain_scores_gemma":[0.9974033,0.0004194691,0.0005747284,0.0004815559,0.0005160096,0.0006048902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001398242,0.00008840746,0.9571908,0.0002646557,0.002448086,0.01596972,0.001564854,0.000004283155,0.0003582686,9.927807e-8,0.000109864,0.02060277],"study_design_scores_gemma":[0.000298013,0.0002981572,0.9868193,0.0004198526,0.004540655,0.005001715,0.000707941,0.00003940638,0.00012295,0.000002113963,0.001413304,0.000336632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817093,0.01644045,0.0001276835,0.0001063445,0.000603539,0.0002670716,0.00008323472,0.000049356,0.0006130163],"genre_scores_gemma":[0.9974479,0.001462881,0.00007639812,0.00006390966,0.0003551762,0.000005195905,0.000003850569,0.00008553373,0.0004991583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02962851,"threshold_uncertainty_score":0.9999396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03564407580508527,"score_gpt":0.2865881634295758,"score_spread":0.2509440876244905,"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."}}