{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007146298,0.0008928895,0.001529134,0.004644565,0.0002178394,0.001250103,0.0005543501,0.0009338675,0.01220192],"category_scores_gemma":[0.002292967,0.0002951048,0.000482518,0.00403328,0.0005806429,0.001337592,0.001265327,0.001149866,0.004290823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006349991,"about_ca_system_score_gemma":0.001807173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001355485,"about_ca_topic_score_gemma":0.002686971,"domain_scores_codex":[0.9995998,0.00006977357,0.00009167157,0.00006959248,0.0001347883,0.00003444411],"domain_scores_gemma":[0.9991655,0.000422678,0.0001688004,0.0000269613,0.0001460766,0.00007002138],"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":[0.00004952715,0.00001431115,0.0002563666,0.02818148,0.00008814479,0.0001849799,0.00003739778,0.00008640876,0.0006124555,0.00118423,0.04907923,0.9202255],"study_design_scores_gemma":[0.00004975579,0.00009958293,0.002642631,0.02904165,0.0004114906,0.003303966,0.00009807625,0.00004716519,0.0002466641,0.0009516615,0.9630845,0.00002297298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005841715,0.9978061,0.00004915602,0.0002021394,0.0005537519,0.000004256097,0.0000305015,0.000005779102,0.00128984],"genre_scores_gemma":[0.0008446179,0.9966416,0.0001620776,0.0004790152,0.0006542411,0.000008282197,0.00008600168,0.000002570998,0.001121619],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01220192,"threshold_uncertainty_score":0.04081953,"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."}}