{"id":"W4281606224","doi":"10.1038/s41572-022-00362-w","title":"Congenital diaphragmatic hernia","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":237,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital Research Institute of Manitoba; McGill University Health Centre; University of Toronto; SickKids Foundation; Hospital for Sick Children; University of Manitoba; Montreal Children's Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research; Wellcome Trust","keywords":"Medicine; Congenital diaphragmatic hernia; Pulmonary hypoplasia; Pulmonary hypertension; Fetoscopy; Diaphragmatic hernia; Extracorporeal membrane oxygenation; Hypoplasia; Fetus; Lung; Cardiology; Intensive care medicine; Prenatal diagnosis; Surgery; Hernia; Internal medicine; Pregnancy","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008648198,0.001418506,0.006388756,0.0005132857,0.0002710086,0.00006442556,0.0006595353,0.0006266922,0.006472559],"category_scores_gemma":[0.003273104,0.001046337,0.00395506,0.00122963,0.0001965998,0.0001122493,0.0005643072,0.003403462,0.002362337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000828459,"about_ca_system_score_gemma":0.001537283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004585824,"about_ca_topic_score_gemma":0.000003698072,"domain_scores_codex":[0.993952,0.0009109266,0.001928174,0.001223285,0.001184044,0.0008015606],"domain_scores_gemma":[0.9953189,0.000674798,0.0009564428,0.001804059,0.00009009854,0.001155642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002848032,0.0002322553,0.00001428249,0.09387808,0.00147034,0.0004233771,0.00003736983,1.523278e-8,8.398678e-8,0.00005017472,0.01036224,0.8935033],"study_design_scores_gemma":[0.0004362043,0.00006001844,0.00005559253,0.01492709,0.02088598,0.0001330112,0.00001926798,0.000001741655,3.337402e-8,0.00002085238,0.9626011,0.0008591044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005747804,0.9822146,0.00000194154,0.00013641,0.0009344243,0.008084073,0.0003970309,0.000231401,0.007994404],"genre_scores_gemma":[0.000005699409,0.9914674,0.0003350653,0.0009064946,0.0004426209,0.002947926,0.001185006,0.0002704369,0.002439388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9522389,"threshold_uncertainty_score":0.9998565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06644529906732868,"score_gpt":0.3877227869644589,"score_spread":0.3212774878971302,"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."}}