{"id":"W2110445690","doi":"10.1016/j.jpedsurg.2012.01.031","title":"Chylothorax after congenital diaphragmatic hernia repair: a population-based study","year":2012,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Chylothorax; Congenital diaphragmatic hernia; Odds ratio; Univariate analysis; Confidence interval; Surgery; Diaphragmatic hernia; Population; Retrospective cohort study; Mechanical ventilation; Hernia; Multivariate analysis; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007809539,0.0001628852,0.0005186904,0.0004092628,0.00004208398,0.00001768179,0.00003908641,0.00005755209,0.0003481307],"category_scores_gemma":[0.0003909812,0.0001166606,0.0004721814,0.0003163641,0.000008976462,0.0002238757,0.00001202517,0.00009005777,0.0000475318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001207352,"about_ca_system_score_gemma":0.0002402343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000399327,"about_ca_topic_score_gemma":0.000004581018,"domain_scores_codex":[0.9982316,0.0001101732,0.0007256488,0.0000986248,0.0005580201,0.000275924],"domain_scores_gemma":[0.9984542,0.0004978467,0.0004298499,0.0001895518,0.0001412204,0.0002872933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003002353,0.002777274,0.992571,0.00005777438,0.0003227834,0.0003622229,0.0002064123,0.000002196525,6.8538e-7,5.008353e-7,0.002314297,0.001084647],"study_design_scores_gemma":[0.001809669,0.0002206657,0.9959558,0.00001869092,0.001496672,0.00005165454,0.0002020358,0.00001664994,0.000001750548,0.00001041686,0.0001070108,0.0001089465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948038,0.003823966,0.00002009988,0.00007911238,0.0008890895,0.0002528502,0.000003795793,0.00002865413,0.00009864077],"genre_scores_gemma":[0.9970156,0.00003987312,0.0003457176,0.0001539123,0.002286952,0.00001565712,0.000005703302,0.00002780555,0.0001088093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003784092,"threshold_uncertainty_score":0.4757282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884020595252954,"score_gpt":0.2751772354426064,"score_spread":0.2563370294900768,"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."}}