{"id":"W2563464361","doi":"10.1016/j.jpedsurg.2016.12.008","title":"Antenatal predictors of outcome in prenatally diagnosed congenital diaphragmatic hernia (CDH)","year":2016,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital; McGill University Health Centre; University of Calgary","funders":"","keywords":"Medicine; Congenital diaphragmatic hernia; Pulmonary hypoplasia; Extracorporeal membrane oxygenation; Odds ratio; Internal medicine; Hernia; Diaphragmatic hernia; Fetus; Surgery; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005779188,0.0003495512,0.000930539,0.001496528,0.0001806879,0.0007180328,0.0006591527,0.0006411289,0.00154248],"category_scores_gemma":[0.004432709,0.0002525939,0.0007118884,0.002297029,0.0002554578,0.0006994578,0.0003769989,0.000654241,0.0001098385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559283,"about_ca_system_score_gemma":0.0008350636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004003256,"about_ca_topic_score_gemma":0.005942063,"domain_scores_codex":[0.9996909,0.00006073031,0.0001011213,0.00005457683,0.00006871619,0.00002393466],"domain_scores_gemma":[0.9980744,0.001339659,0.0004299102,0.00001820393,0.00009005333,0.00004780972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005192495,0.0002450433,0.3282095,0.06677873,0.002856475,0.002216782,0.0006390571,0.0003139609,0.0006189513,0.001012906,0.004780486,0.5918088],"study_design_scores_gemma":[0.0001254226,0.0004559328,0.7586235,0.1276522,0.02022854,0.01828884,0.002499988,0.0004509406,0.0007217132,0.001216517,0.06959701,0.0001393705],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009543027,0.9896867,0.00003664429,0.0001899012,0.00006683041,0.000004597159,0.00008720069,0.000001149291,0.0003840569],"genre_scores_gemma":[0.05059076,0.9487181,0.000212618,0.0001276905,0.0001359292,0.00000952763,0.0001097284,8.034474e-7,0.00009486509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004003256,"threshold_uncertainty_score":0.007959902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04828505474502186,"score_gpt":0.320190073482196,"score_spread":0.2719050187371742,"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."}}