{"id":"W4283073071","doi":"10.1093/icvts/ivac162","title":"Risk factors for postoperative pulmonary venous obstruction after surgical repair of total anomalous pulmonary venous connection: a systemic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School of Medicine, Shanghai Jiao Tong University; National Natural Science Foundation of China","keywords":"Medicine; Total anomalous pulmonary venous connection; Confidence interval; Odds ratio; Cochrane Library; Hazard ratio; Internal medicine; Cardiology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001443233,0.0008485858,0.01171866,0.0007432846,0.0002831196,0.00002744676,0.00006298268,0.0002394412,0.0002757256],"category_scores_gemma":[0.0007174301,0.0006441334,0.01983638,0.0009535844,0.000207323,0.0002034195,0.0002223553,0.000645489,0.000002743099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003053623,"about_ca_system_score_gemma":0.0002498596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001647547,"about_ca_topic_score_gemma":0.000002548991,"domain_scores_codex":[0.9945055,0.001945182,0.001310355,0.001260093,0.0005944311,0.0003845008],"domain_scores_gemma":[0.994611,0.003261821,0.0005498677,0.0008636878,0.0004773339,0.0002362894],"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":[0.0005533716,0.0003363682,0.0003831814,0.05336298,0.5946273,0.002591273,0.0001715229,0.000001672481,8.903469e-8,4.558011e-7,0.00001755616,0.3479542],"study_design_scores_gemma":[0.00008054345,0.0002422035,0.0004626889,0.002072092,0.8699687,0.01416657,0.0004973906,0.00001471202,0.00000100448,0.000002542342,0.1119328,0.000558696],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01255598,0.9815422,0.00001613038,0.00001058313,0.0003677389,0.003228596,0.002099777,0.00008003328,0.000098976],"genre_scores_gemma":[0.1279723,0.869063,0.00001430222,0.00001826551,0.0001195199,0.002076321,0.0005276137,0.00008638955,0.0001223248],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3473956,"threshold_uncertainty_score":0.999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05952487632866794,"score_gpt":0.3337490607381214,"score_spread":0.2742241844094535,"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."}}